Age Attrition BusinessTravel DailyRate Department DistanceFromHome Education EducationField EmployeeCount GUI EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel JobRole JobSatisfaction MaritalStatus MonthlyIncome MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
50.0 No Travel_Rarely 1126.0 Research & Development 1.0 2 Medical 1 997 4 Male 66 3 4 Research Director 4 Divorced 17399 6615 9 Y No 22 4 3 80 1 32 1 2 5 4 1 3
36.0 No Travel_Rarely 216.0 Research & Development 6.0 2 Medical 1 178 2 Male 84 3 2 Manufacturing Director 2 Divorced 4941 2819 6 Y No 20 4 4 80 2 7 0 3 3 2 0 1
21.0 Yes Travel_Rarely 337.0 Sales 7.0 1 Marketing 1 1780 2 Male 31 3 1 Sales Representative 2 Single 2679 4567 1 Y No 13 3 2 80 0 1 3 3 1 0 1 0
50.0 No Travel_Frequently 1246.0 Human Resources NaN 3 Medical 1 644 1 Male 99 3 5 Manager 2 Married 18200 7999 1 Y No 11 3 3 80 1 32 2 3 32 5 10 7
52.0 No Travel_Rarely 994.0 Research & Development 7.0 4 Life Sciences 1 1118 2 Male 87 3 3 Healthcare Representative 2 Single 10445 15322 7 Y No 19 3 4 80 0 18 4 3 8 6 4 0
33.0 Yes Travel_Rarely 1277.0 Research & Development 15.0 1 Medical 1 582 2 Male 56 3 3 Manager 3 Married 13610 24619 7 Y Yes 12 3 4 80 0 15 2 4 7 6 7 7
47.0 No Travel_Rarely 1001.0 Research & Development 4.0 3 Life Sciences 1 1827 3 Female 92 2 3 Manufacturing Director 2 Divorced 10333 19271 8 Y Yes 12 3 3 80 1 28 4 3 22 11 14 10
22.0 No Travel_Rarely 1230.0 Research & Development 1.0 2 Life Sciences 1 872 4 Male 33 2 2 Manufacturing Director 4 Married 4775 19146 6 Y No 22 4 1 80 2 4 2 1 2 2 2 2
NaN Yes Travel_Rarely 890.0 Research & Development 2.0 4 Medical 1 828 3 Male 46 3 1 Research Scientist 3 Single 4382 16374 6 Y No 17 3 4 80 0 5 3 2 2 2 2 1
33.0 No Non-Travel 530.0 Sales 16.0 3 Life Sciences 1 1681 3 Female 36 3 2 Sales Executive 4 Divorced 5368 16130 1 Y Yes 25 4 3 80 1 7 2 3 6 5 1 2
40.0 No Travel_Rarely 630.0 Sales 4.0 4 Marketing 1 215 3 Male 67 2 3 Sales Executive 4 NaN 10855 8552 7 Y No 11 3 1 80 1 15 2 2 12 11 2 11
27.0 No Travel_Frequently 793.0 Sales 2.0 1 Life Sciences 1 1371 4 Male 43 1 2 Sales Executive 4 Single 5071 20392 3 Y No 20 4 2 80 0 8 3 3 6 2 0 0
40.0 No Travel_Rarely 543.0 Research & Development 1.0 4 Life Sciences 1 2012 1 Male 83 3 1 Laboratory Technician 4 Married 2406 4060 8 Y No 19 3 3 80 2 8 3 2 1 0 0 0
55.0 No Travel_Frequently 1091.0 Research & Development 2.0 1 Life Sciences 1 1096 4 Male 65 3 3 Manufacturing Director 2 Married 10976 15813 3 Y No 18 3 2 80 1 23 4 3 3 2 1 2
33.0 Yes Travel_Rarely 1017.0 Research & Development 25.0 3 Medical 1 1108 1 Male 55 2 1 Research Scientist 2 Single 2313 2993 4 Y Yes 20 4 2 80 0 5 0 3 2 2 2 2
37.0 Yes Travel_Rarely 625.0 Sales 1.0 4 Life Sciences 1 970 1 Male 46 2 3 Sales Executive 3 Married 10609 14922 5 Y No 11 3 3 80 0 17 2 1 14 1 11 7
34.0 No Travel_Rarely 511.0 Sales NaN 2 Life Sciences 1 1779 4 Female 32 1 2 Sales Executive 4 Single 6029 25353 5 Y No 12 3 1 80 0 6 3 3 2 2 2 2
46.0 No Travel_Rarely 168.0 Sales 4.0 2 Marketing 1 1280 4 Female 33 2 5 Manager 2 Married 18789 9946 2 Y No 14 3 3 80 1 26 2 3 11 4 0 8
38.0 No Travel_Rarely 1245.0 Sales 14.0 3 Life Sciences 1 1582 3 Male 80 3 2 Sales Executive 2 Married 9924 12355 0 Y No 11 3 4 80 1 10 3 3 9 8 7 7
30.0 No Travel_Rarely 1138.0 Research & Development 6.0 3 Technical Degree 1 1311 1 Female 48 2 2 Laboratory Technician 4 Married 4627 23631 0 Y No 12 3 1 80 1 10 6 3 9 2 6 7
34.0 No Travel_Rarely 829.0 Human Resources NaN 2 Human Resources 1 847 3 Male 88 3 1 Human Resources 4 Married 3737 2243 0 Y No 19 3 3 80 1 4 1 1 3 2 0 2
34.0 No Travel_Rarely 1130.0 Research & Development NaN 3 Life Sciences 1 1658 4 Female 66 3 2 Research Scientist 2 Divorced 5433 19332 1 Y No 12 3 3 80 1 11 2 3 11 8 7 9
36.0 No Non-Travel 301.0 Sales 15.0 4 Marketing 1 2036 4 Male 88 1 2 Sales Executive 4 Divorced 5406 10436 1 Y No 24 4 1 80 1 15 4 2 15 12 11 11
NaN No Travel_Rarely 1146.0 Human Resources 26.0 4 Life Sciences 1 2040 3 Female 31 3 3 Human Resources 4 Single 8837 16642 1 Y Yes 16 3 3 80 0 9 2 3 9 0 1 7
NaN No Travel_Rarely 1276.0 Research & Development 16.0 3 Life Sciences 1 586 4 Male 72 3 3 Healthcare Representative 3 Married 7632 14295 4 Y Yes 12 3 3 80 0 10 2 3 8 7 0 0
40.0 No Travel_Rarely 611.0 Sales 7.0 4 Medical 1 1740 2 Male 88 3 5 Manager 2 Single 19833 4349 1 Y No 14 3 2 80 0 21 3 2 21 8 12 8
24.0 No Travel_Rarely 1353.0 Sales NaN 2 Other 1 128 1 Female 33 3 2 Sales Executive 3 Married 4999 17519 0 Y No 21 4 1 80 1 4 2 2 3 2 0 2
53.0 No Travel_Rarely 1376.0 Sales 2.0 2 Medical 1 981 3 Male 45 3 4 Manager 3 Divorced 14852 13938 6 Y No 13 3 3 80 1 22 3 4 17 13 15 2
32.0 No Travel_Rarely 977.0 Research & Development 2.0 3 Medical 1 1671 4 Male 45 3 2 Research Scientist 2 Divorced 5470 25518 0 Y No 13 3 3 80 2 10 4 2 9 5 1 6
NaN Yes Travel_Frequently 289.0 Research & Development 2.0 2 Medical 1 1504 3 Male 38 2 1 Laboratory Technician 1 Single 2561 5355 7 Y No 11 3 3 80 0 8 2 2 0 0 0 0
55.0 No Travel_Rarely 1229.0 Research & Development 4.0 4 Life Sciences 1 1501 4 Male 30 3 2 Healthcare Representative 3 Married 4035 16143 0 Y Yes 16 3 2 80 0 4 2 3 3 2 1 2
30.0 No Travel_Rarely 317.0 Research & Development 2.0 3 Life Sciences 1 548 3 Female 43 1 2 Manufacturing Director 4 Single 6091 24793 2 Y No 20 4 3 80 0 11 2 3 5 4 0 2
NaN Yes Travel_Frequently 887.0 Research & Development NaN 2 Medical 1 848 3 Female 88 2 1 Research Scientist 3 Married 2366 20898 1 Y Yes 14 3 1 80 1 8 2 3 8 7 1 7
23.0 Yes Travel_Rarely 1243.0 Research & Development 6.0 3 Life Sciences 1 811 3 Male 63 4 1 Laboratory Technician 1 Married 1601 3445 1 Y Yes 21 4 3 80 2 1 2 3 0 0 0 0
51.0 No Travel_Rarely 1169.0 Research & Development 7.0 4 Medical 1 211 2 Male 34 2 2 Manufacturing Director 3 Married 6132 13983 2 Y No 17 3 3 80 0 10 2 3 1 0 0 0
42.0 No Travel_Rarely 932.0 Research & Development 1.0 2 Life Sciences 1 827 4 Female 43 2 2 Manufacturing Director 4 Married 6062 4051 9 Y Yes 13 3 4 80 1 8 4 3 4 3 0 2
NaN No Travel_Rarely 1343.0 Research & Development 27.0 1 Medical 1 856 3 Female 53 2 1 Research Scientist 1 Single 2559 17852 1 Y No 11 3 4 80 0 6 3 2 6 5 1 1
NaN No Travel_Rarely NaN Sales 1.0 3 Marketing 1 600 2 Male 85 3 2 Sales Executive 3 Married 4717 18659 9 Y No 11 3 3 80 0 15 2 3 11 9 6 9
20.0 Yes Travel_Rarely 1362.0 Research & Development 10.0 1 Medical 1 701 4 Male 32 3 1 Research Scientist 3 Single 1009 26999 1 Y Yes 11 3 4 80 0 1 5 3 1 0 1 1
NaN No Travel_Rarely 736.0 Sales 26.0 3 Life Sciences 1 1387 3 Male 48 2 2 Sales Executive 1 Married 4724 24232 1 Y No 11 3 3 80 1 5 0 3 5 3 0 4
29.0 No Travel_Rarely 942.0 Research & Development 15.0 1 Life Sciences 1 1202 2 Female 69 1 1 Research Scientist 4 Married 2168 26933 0 Y Yes 18 3 1 80 1 6 2 2 5 4 1 3
43.0 No Travel_Rarely 982.0 Research & Development 12.0 3 Life Sciences 1 520 1 Male 59 2 4 Research Director 2 Divorced 14336 4345 1 Y No 11 3 3 80 1 25 3 3 25 10 3 9
40.0 No Travel_Frequently 902.0 Research & Development 26.0 2 Medical 1 1180 3 Female 92 2 2 Research Scientist 4 Married 4422 21203 3 Y Yes 13 3 4 80 1 16 3 1 1 1 0 0
29.0 No Travel_Rarely 1401.0 Research & Development 6.0 1 Medical 1 1192 2 Female 54 3 1 Laboratory Technician 4 Married 3131 26342 1 Y No 13 3 1 80 1 10 5 3 10 8 0 8
46.0 No Travel_Rarely 1319.0 Sales NaN 3 Technical Degree 1 1863 1 Female 45 4 4 Sales Executive 1 Divorced 13225 7739 2 Y No 12 3 4 80 1 25 5 3 19 17 2 8
44.0 Yes Travel_Frequently 429.0 Research & Development 1.0 2 Medical 1 1792 3 Male 99 3 1 Research Scientist 2 Divorced 2342 11092 1 Y Yes 12 3 3 80 3 6 2 2 5 3 2 3
47.0 No Travel_Rarely 359.0 Research & Development 2.0 4 Medical 1 1443 1 Female 82 3 4 Research Director 3 Married 17169 26703 3 Y No 19 3 2 80 2 26 2 4 20 17 5 6
32.0 No Travel_Frequently 430.0 Research & Development 24.0 4 Life Sciences 1 772 1 Male 80 3 2 Laboratory Technician 4 Married 5309 21146 1 Y No 15 3 4 80 2 10 2 3 10 8 4 7
38.0 No Travel_Rarely 362.0 Research & Development 1.0 1 Life Sciences 1 662 3 Female 43 3 1 Research Scientist 1 Single 2619 14561 3 Y No 17 3 4 80 0 8 3 2 0 0 0 0
51.0 No Travel_Rarely 770.0 Human Resources NaN 3 Life Sciences 1 1352 3 Male 84 3 4 Manager 2 Divorced 14026 17588 1 Y Yes 11 3 2 80 1 33 2 3 33 9 0 10
58.0 No Non-Travel 390.0 Research & Development 1.0 4 Life Sciences 1 422 4 Male 32 1 2 Healthcare Representative 3 Divorced 5660 17056 2 Y Yes 13 3 4 80 1 12 2 3 5 3 1 2
NaN No Travel_Rarely 195.0 Sales 1.0 3 Medical 1 620 1 Female 80 3 2 Sales Executive 3 Single 4859 6698 1 Y No 16 3 4 80 0 5 3 3 5 4 0 3
45.0 No Travel_Rarely 1448.0 Research & Development 29.0 3 Technical Degree 1 1465 2 Male 55 3 3 Manufacturing Director 4 Married 9380 14720 4 Y Yes 18 3 4 80 2 10 4 4 3 1 1 2
56.0 No Travel_Rarely 832.0 Research & Development 9.0 3 Medical 1 762 3 Male 81 3 4 Healthcare Representative 4 Married 11103 20420 7 Y No 11 3 3 80 0 30 1 2 10 7 1 1
37.0 No Travel_Rarely 124.0 Research & Development NaN 3 Other 1 1062 4 Female 35 3 2 Healthcare Representative 2 Single 4107 13848 3 Y No 15 3 1 80 0 8 3 2 4 3 0 1
37.0 No Travel_Frequently 1278.0 Sales 1.0 4 Medical 1 1700 3 Male 31 1 2 Sales Executive 4 Divorced 9525 7677 1 Y No 14 3 3 80 2 6 2 2 6 3 1 3
39.0 No Travel_Rarely 903.0 Sales 2.0 5 Life Sciences 1 985 1 Male 41 4 3 Sales Executive 3 Single 7880 2560 0 Y No 18 3 4 80 0 9 3 3 8 7 0 7
NaN No Travel_Rarely 819.0 Research & Development 2.0 3 Life Sciences 1 1182 3 Male 44 2 3 Manufacturing Director 2 Divorced 10274 19588 2 Y No 18 3 2 80 1 15 2 4 7 7 6 4
54.0 No Travel_Rarely 1082.0 Sales 2.0 4 Life Sciences 1 1070 3 Female 41 2 3 Sales Executive 3 Married 10686 8392 6 Y No 11 3 2 80 1 13 4 3 9 4 7 0
32.0 No Non-Travel 1109.0 Research & Development 29.0 4 Medical 1 1046 4 Female 69 3 1 Laboratory Technician 3 Single 4025 11135 9 Y No 12 3 2 80 0 10 2 3 8 7 7 7
48.0 No Travel_Rarely 530.0 Sales 29.0 1 Medical 1 473 1 Female 91 3 3 Manager 3 Married 12504 23978 3 Y No 21 4 2 80 1 15 3 1 0 0 0 0
33.0 No Travel_Frequently 827.0 Research & Development 1.0 4 Other 1 998 3 Female 84 4 2 Healthcare Representative 2 Married 5488 20161 1 Y Yes 13 3 1 80 1 6 2 3 6 5 1 2
31.0 Yes Travel_Rarely 249.0 Sales 6.0 4 Life Sciences 1 163 2 Male 76 1 2 Sales Executive 3 Married 6172 20739 4 Y Yes 18 3 2 80 0 12 3 2 7 7 7 7
46.0 No Travel_Rarely NaN Sales 1.0 2 Marketing 1 244 2 Female 92 3 3 Sales Executive 1 Divorced 10453 2137 1 Y No 25 4 3 80 3 24 2 3 24 13 15 7
38.0 No Travel_Rarely 688.0 Research & Development 23.0 4 Life Sciences 1 393 4 Male 82 3 2 Healthcare Representative 4 Divorced 5745 18899 9 Y No 14 3 2 80 1 10 2 3 2 2 1 2
38.0 No Travel_Rarely 1321.0 Sales 1.0 4 Life Sciences 1 1995 4 Male 86 3 2 Sales Executive 2 Married 4440 7636 0 Y No 15 3 1 80 2 16 3 3 15 13 5 8
43.0 No Travel_Rarely 1179.0 Sales 2.0 3 Medical 1 1706 4 Male 73 3 2 Sales Executive 4 Married 7847 6069 1 Y Yes 17 3 1 80 1 10 3 3 10 9 8 8
37.0 No Travel_Frequently 889.0 Research & Development 9.0 3 Medical 1 403 2 Male 53 3 1 Research Scientist 4 Married 2326 11411 1 Y Yes 12 3 3 80 3 4 3 2 4 2 1 2
39.0 Yes Travel_Rarely 1162.0 Sales NaN 2 Medical 1 445 4 Female 41 3 2 Sales Executive 3 Married 5238 17778 4 Y Yes 18 3 1 80 0 12 3 2 1 0 0 0
NaN No Travel_Rarely 1169.0 Human Resources 8.0 2 Medical 1 869 2 Male 63 2 1 Human Resources 4 Divorced 4936 23965 1 Y No 13 3 4 80 1 6 6 3 5 1 0 4
NaN No Travel_Frequently 1199.0 Research & Development 18.0 4 Life Sciences 1 2049 3 Male 80 3 2 Healthcare Representative 3 Married 5689 24594 1 Y Yes 14 3 4 80 2 10 2 4 10 2 0 2
30.0 No Travel_Rarely 288.0 Research & Development 2.0 3 Life Sciences 1 117 3 Male 99 2 2 Healthcare Representative 4 Married 4152 15830 1 Y No 19 3 1 80 3 11 3 3 11 10 10 8
39.0 No Travel_Rarely 412.0 Research & Development 13.0 4 Medical 1 1307 3 Female 94 2 4 Manager 2 Divorced 17123 17334 6 Y Yes 13 3 4 80 2 21 4 3 19 9 15 2
43.0 No Travel_Rarely NaN Research & Development 6.0 3 Medical 1 1866 1 Female 81 2 5 Manager 3 Married 19392 22539 7 Y No 13 3 4 80 0 21 2 3 16 12 6 14
27.0 No Travel_Rarely 975.0 Research & Development 7.0 3 Medical 1 764 4 Female 55 2 2 Healthcare Representative 1 Single 6811 23398 8 Y No 19 3 1 80 0 9 2 1 7 6 0 7
42.0 No Travel_Rarely 462.0 Sales 14.0 2 Medical 1 936 3 Female 68 2 2 Sales Executive 3 Single 6244 7824 7 Y No 17 3 1 80 0 10 6 3 5 4 0 3
31.0 No Travel_Rarely 471.0 Research & Development 4.0 3 Medical 1 1916 1 Female 62 4 1 Laboratory Technician 3 Divorced 3978 16031 8 Y No 12 3 2 80 1 4 0 2 2 2 2 2
39.0 Yes Travel_Rarely 1122.0 Research & Development 6.0 3 Medical 1 932 4 Male 70 3 1 Laboratory Technician 1 Married 2404 4303 7 Y Yes 21 4 4 80 0 8 2 1 2 2 2 2
29.0 No Travel_Rarely 694.0 Research & Development 1.0 3 Life Sciences 1 1264 4 Female 87 2 4 Research Director 4 Divorced 16124 3423 3 Y No 14 3 2 80 2 9 2 2 7 7 1 7
49.0 No Travel_Frequently 636.0 Research & Development 10.0 4 Life Sciences 1 396 3 Female 35 3 5 Research Director 1 Single 18665 25594 9 Y Yes 11 3 4 80 0 22 4 3 3 2 1 2
38.0 No Travel_Rarely 1404.0 Sales 1.0 3 Life Sciences 1 1961 1 Male 59 2 1 Sales Representative 1 Single 2858 11473 4 Y No 14 3 1 80 0 20 3 2 1 0 0 0
NaN No Travel_Rarely 1395.0 Research & Development 9.0 4 Medical 1 2008 2 Male 48 3 2 Research Scientist 3 Single 5098 18698 1 Y No 19 3 2 80 0 10 5 3 10 7 0 8
42.0 No Travel_Rarely 810.0 Research & Development 23.0 5 Life Sciences 1 468 1 Female 44 3 4 Research Director 4 Single 15992 15901 2 Y No 14 3 2 80 0 16 2 3 1 0 0 0
31.0 Yes Travel_Frequently 561.0 Research & Development NaN 3 Life Sciences 1 1537 4 Female 33 3 1 Research Scientist 3 Single 4084 4156 1 Y No 12 3 1 80 0 7 2 1 7 2 7 7
34.0 No Travel_Rarely NaN Sales 13.0 4 Medical 1 1951 4 Male 39 3 3 Sales Executive 3 Divorced 8628 22914 1 Y No 18 3 3 80 1 9 2 2 8 7 1 1
36.0 No Travel_Rarely 1425.0 Research & Development 14.0 1 Life Sciences 1 924 3 Male 68 3 2 Healthcare Representative 4 Married 6586 4821 0 Y Yes 17 3 1 80 1 17 2 2 16 8 4 11
27.0 No Travel_Frequently 829.0 Sales 8.0 1 Marketing 1 800 3 Male 84 3 2 Sales Executive 4 Married 4342 24008 0 Y No 19 3 2 80 1 5 3 3 4 2 1 1
40.0 No Non-Travel 1094.0 Sales 28.0 3 Other 1 615 3 Male 58 1 3 Sales Executive 1 Divorced 10932 11373 3 Y No 15 3 3 80 1 20 2 3 1 0 0 1
34.0 No Travel_Rarely 971.0 Sales 1.0 3 Technical Degree 1 1535 4 Male 64 2 3 Sales Executive 3 Married 7083 12288 1 Y Yes 14 3 4 80 0 10 3 3 10 9 8 6
43.0 No Travel_Rarely 1001.0 Research & Development 7.0 3 Life Sciences 1 451 3 Female 43 3 3 Healthcare Representative 1 NaN 9985 9262 8 Y No 16 3 1 80 1 10 1 2 1 0 0 0
31.0 No Travel_Rarely 326.0 Sales 8.0 2 Life Sciences 1 1453 1 Male 31 3 3 Sales Executive 4 Divorced 10793 8386 1 Y No 18 3 1 80 1 13 5 3 13 7 9 9
41.0 No Travel_Rarely 642.0 Research & Development 1.0 3 Life Sciences 1 1999 4 Male 76 3 1 Research Scientist 4 Married 2782 21412 3 Y No 22 4 1 80 1 12 3 3 5 3 1 0
31.0 No Travel_Frequently 1125.0 Research & Development 1.0 3 Life Sciences 1 1956 4 Male 48 1 2 Research Scientist 1 Married 5003 5771 1 Y No 21 4 2 80 0 10 6 3 10 8 8 7
45.0 No Travel_Frequently 1297.0 Research & Development 1.0 4 Medical 1 1922 2 Male 44 3 2 Healthcare Representative 3 Single 5399 14511 4 Y No 12 3 3 80 0 12 3 3 4 2 0 3
33.0 No Travel_Frequently 508.0 Sales 10.0 3 Marketing 1 446 2 Male 46 2 2 Sales Executive 4 Single 4682 4317 3 Y No 14 3 3 80 0 9 6 2 7 7 0 1
27.0 No Travel_Rarely 1220.0 Research & Development NaN 3 Life Sciences 1 434 3 Female 85 3 1 Research Scientist 2 Single 2478 20938 1 Y Yes 12 3 2 80 0 4 2 2 4 3 1 2
36.0 No Travel_Frequently 884.0 Research & Development 23.0 2 Medical 1 2061 3 Male 41 4 2 Laboratory Technician 4 Married 2571 12290 4 Y No 17 3 3 80 1 17 3 3 5 2 0 3
33.0 No Travel_Rarely 267.0 Research & Development 21.0 3 Medical 1 1698 2 Male 79 4 1 Laboratory Technician 2 Married 2028 13637 1 Y No 18 3 4 80 3 14 6 3 14 11 2 13
31.0 No Travel_Rarely 670.0 Research & Development 26.0 1 Life Sciences 1 16 1 Male 31 3 1 Research Scientist 3 Divorced 2911 15170 1 Y No 17 3 4 80 1 5 1 2 5 2 4 3
19.0 Yes Travel_Frequently 602.0 Sales 1.0 1 Technical Degree 1 235 3 Female 100 1 1 Sales Representative 1 Single 2325 20989 0 Y No 21 4 1 80 0 1 5 4 0 0 0 0
32.0 No Travel_Frequently 1311.0 Research & Development 7.0 3 Life Sciences 1 359 2 Male 100 4 1 Laboratory Technician 2 Married 2794 26062 1 Y No 20 4 3 80 0 5 3 1 5 1 0 3
36.0 No Non-Travel 217.0 Research & Development 18.0 4 Life Sciences 1 1133 1 Male 78 3 2 Manufacturing Director 4 Single 7779 23238 2 Y No 20 4 1 80 0 18 0 3 11 9 0 9
37.0 No Travel_Rarely NaN Human Resources 8.0 2 Other 1 1794 3 Male 89 3 2 Human Resources 2 Divorced 4071 12832 2 Y No 13 3 3 80 0 19 4 2 10 0 4 7
NaN No Travel_Rarely 1144.0 Sales 10.0 1 Medical 1 1056 4 Male 74 3 1 Sales Representative 2 Married 1052 23384 1 Y No 22 4 2 80 0 1 5 3 1 0 0 0
NaN No Travel_Rarely 959.0 Sales 28.0 3 Life Sciences 1 183 1 Male 41 2 2 Sales Executive 3 Married 8639 24835 2 Y No 18 3 4 80 0 6 3 3 2 2 2 2
29.0 Yes Travel_Rarely 805.0 Research & Development 1.0 2 Life Sciences 1 816 2 Female 36 2 1 Laboratory Technician 1 NaN 2319 6689 1 Y Yes 11 3 4 80 1 1 1 3 1 0 0 0
29.0 No Travel_Rarely 1107.0 Research & Development 28.0 4 Life Sciences 1 1120 3 Female 93 3 1 Research Scientist 4 Divorced 2514 26968 4 Y No 22 4 1 80 1 11 1 3 7 5 1 7
41.0 No Non-Travel 247.0 Research & Development 7.0 1 Life Sciences 1 1035 2 Female 55 1 5 Research Director 3 NaN 19973 20284 1 Y No 22 4 2 80 2 21 3 3 21 16 5 10
30.0 No Travel_Rarely 1240.0 Human Resources 9.0 3 Human Resources 1 184 3 Male 48 3 2 Human Resources 4 Married 6347 13982 0 Y Yes 19 3 4 80 0 12 2 1 11 9 4 7
39.0 No Travel_Rarely 1253.0 Research & Development 10.0 1 Medical 1 1800 3 Male 65 3 3 Research Director 3 Single 13464 7914 7 Y No 21 4 3 80 0 9 3 3 4 3 2 2
22.0 Yes Travel_Rarely 1294.0 Research & Development 8.0 1 Medical 1 1783 3 Female 79 3 1 Laboratory Technician 1 Married 2398 15999 1 Y Yes 17 3 3 80 0 1 6 3 1 0 0 0
31.0 No Non-Travel 979.0 Research & Development 1.0 4 Medical 1 308 3 Male 90 1 2 Manufacturing Director 3 Married 4345 4381 0 Y No 12 3 4 80 1 6 2 3 5 4 1 4
45.0 No Travel_Rarely 1234.0 Sales 11.0 2 Life Sciences 1 1045 4 Female 90 3 4 Manager 4 Married 17650 5404 3 Y No 13 3 2 80 1 26 4 4 9 3 1 1
42.0 No Travel_Frequently 532.0 Research & Development 29.0 2 Life Sciences 1 547 1 Female 92 3 2 Research Scientist 3 Divorced 4556 12932 2 Y No 11 3 2 80 1 19 3 3 5 4 0 2
31.0 No Travel_Frequently 798.0 Research & Development 7.0 2 Life Sciences 1 442 3 Female 48 2 3 Manufacturing Director 3 Married 8943 14034 1 Y No 24 4 1 80 1 10 2 3 10 9 8 9
51.0 No Travel_Rarely NaN Research & Development 2.0 3 Medical 1 408 4 Male 84 1 2 Manufacturing Director 2 Divorced 5482 16321 5 Y No 18 3 4 80 1 13 3 3 4 1 1 2
34.0 No Travel_Frequently 669.0 Research & Development 1.0 3 Medical 1 1184 4 Male 97 2 2 Healthcare Representative 1 Single 5343 25755 0 Y No 20 4 3 80 0 14 3 3 13 9 4 9
33.0 No Non-Travel 722.0 Sales 17.0 3 Life Sciences 1 992 4 Male 38 3 4 Manager 3 Single 17444 20489 1 Y No 11 3 4 80 0 10 2 3 10 8 6 0
NaN No Travel_Rarely 1224.0 Sales 7.0 4 Life Sciences 1 1962 3 Female 55 3 2 Sales Executive 4 Married 5204 13586 1 Y Yes 11 3 4 80 0 10 2 3 10 8 0 9
40.0 No Travel_Rarely 444.0 Sales 2.0 2 Marketing 1 1986 2 Female 92 3 2 Sales Executive 2 Married 5677 4258 3 Y No 14 3 3 80 1 15 4 3 11 8 5 10
33.0 No Travel_Rarely 536.0 Sales 10.0 5 Marketing 1 1268 4 Male 82 4 3 Sales Executive 3 Divorced 8380 21708 0 Y Yes 14 3 4 80 2 10 3 3 9 8 0 8
34.0 No Travel_Rarely 1400.0 Sales 9.0 1 Life Sciences 1 1163 2 Female 70 3 2 Sales Executive 3 Married 5714 5829 1 Y No 20 4 1 80 0 6 3 2 6 5 1 3
34.0 No Travel_Rarely 1397.0 Research & Development 1.0 5 Life Sciences 1 683 2 Male 42 3 1 Research Scientist 4 Married 2691 7660 1 Y No 12 3 4 80 1 10 4 2 10 9 8 8
30.0 No Travel_Rarely 153.0 Research & Development 8.0 2 Life Sciences 1 1015 2 Female 73 4 3 Research Director 1 Married 11416 17802 0 Y Yes 12 3 3 80 3 9 4 2 8 7 1 7
33.0 No Travel_Frequently 1392.0 Research & Development NaN 4 Life Sciences 1 5 4 Female 56 3 1 Research Scientist 3 Married 2909 23159 1 Y Yes 11 3 3 80 0 8 3 3 8 7 3 0
45.0 No Non-Travel 248.0 Research & Development 23.0 2 Life Sciences 1 1002 4 Male 42 3 2 Laboratory Technician 1 Married 3633 14039 1 Y Yes 15 3 3 80 1 9 2 3 9 8 0 8
37.0 No Non-Travel 142.0 Sales 9.0 4 Medical 1 626 1 Male 69 3 3 Sales Executive 2 Divorced 8834 24666 1 Y No 13 3 4 80 1 9 6 3 9 5 7 7
31.0 No Travel_Rarely 691.0 Sales 7.0 3 Marketing 1 438 4 Male 73 3 2 Sales Executive 4 Divorced 7547 7143 4 Y No 12 3 4 80 3 13 3 3 7 7 1 7
32.0 No Travel_Frequently 1005.0 Research & Development 2.0 2 Life Sciences 1 8 4 Male 79 3 1 Laboratory Technician 4 Single 3068 11864 0 Y No 13 3 3 80 0 8 2 2 7 7 3 6
NaN No Travel_Rarely 640.0 Research & Development 1.0 3 Technical Degree 1 1301 4 Male 84 3 1 Research Scientist 1 Single 2080 4732 2 Y No 11 3 2 80 0 5 2 2 3 2 1 2
NaN No Travel_Rarely 683.0 Research & Development 2.0 1 Medical 1 1407 1 Male 36 2 1 Research Scientist 4 Single 3904 4050 0 Y No 12 3 4 80 0 5 2 3 4 3 1 1
30.0 Yes Travel_Rarely 138.0 Research & Development 22.0 3 Life Sciences 1 1004 1 Female 48 3 1 Research Scientist 3 Married 2132 11539 4 Y Yes 11 3 2 80 0 7 2 3 5 2 0 1
33.0 No Travel_Frequently 1141.0 Sales 1.0 3 Life Sciences 1 52 3 Female 42 4 2 Sales Executive 1 Married 5376 3193 2 Y No 19 3 1 80 2 10 3 3 5 3 1 3
38.0 No Travel_Rarely 168.0 Research & Development 1.0 3 Life Sciences 1 743 3 Female 81 3 3 Manufacturing Director 3 Single 7861 15397 4 Y Yes 14 3 4 80 0 10 4 4 1 0 0 0
41.0 No Travel_Rarely 1411.0 Research & Development 19.0 2 Life Sciences 1 334 3 Male 36 3 2 Research Scientist 1 Divorced 3072 19877 2 Y No 16 3 1 80 2 17 2 2 1 0 0 0
51.0 Yes Travel_Frequently 1150.0 Research & Development 8.0 4 Life Sciences 1 179 1 Male 53 1 3 Manufacturing Director 4 Single 10650 25150 2 Y No 15 3 4 80 0 18 2 3 4 2 0 3
38.0 No Travel_Frequently 471.0 Research & Development 12.0 3 Life Sciences 1 837 1 Male 45 2 2 Healthcare Representative 1 Divorced 6288 4284 2 Y No 15 3 3 80 1 13 3 2 4 3 1 2
27.0 No Travel_Rarely 728.0 Sales 23.0 1 Medical 1 1864 2 Female 36 2 2 Sales Representative 3 Married 3540 7018 1 Y No 21 4 4 80 1 9 5 3 9 8 5 8
53.0 No Travel_Rarely 102.0 Research & Development 23.0 4 Life Sciences 1 901 4 Female 72 3 4 Research Director 4 Single 14275 20206 6 Y No 18 3 3 80 0 33 0 3 12 9 3 8
30.0 No Travel_Rarely 1358.0 Sales 16.0 1 Life Sciences 1 1479 4 Male 96 3 2 Sales Executive 3 Married 5301 2939 8 Y No 15 3 3 80 2 4 2 2 2 1 2 2
30.0 Yes Travel_Rarely 945.0 Sales 9.0 3 Medical 1 1876 2 Male 89 3 1 Sales Representative 4 Single 1081 16019 1 Y No 13 3 3 80 0 1 3 2 1 0 0 0
30.0 No Travel_Rarely 921.0 Research & Development 1.0 3 Life Sciences 1 806 4 Male 38 1 1 Laboratory Technician 3 Married 3833 24375 3 Y No 21 4 3 80 2 7 2 3 2 2 0 2
58.0 No Travel_Rarely 1055.0 Research & Development 1.0 3 Medical 1 1423 4 Female 76 3 5 Research Director 1 Married 19701 22456 3 Y Yes 21 4 3 80 1 32 3 3 9 8 1 5
34.0 No Travel_Rarely 216.0 Sales 1.0 4 Marketing 1 1047 2 Male 75 4 2 Sales Executive 4 Divorced 9725 12278 0 Y No 11 3 4 80 1 16 2 2 15 1 0 9
NaN No Travel_Frequently 1096.0 Research & Development 6.0 3 Other 1 1918 3 Male 61 4 1 Laboratory Technician 4 Married 2544 7102 0 Y No 18 3 1 80 1 8 3 3 7 7 7 7
51.0 No Travel_Rarely 1178.0 Sales 14.0 2 Life Sciences 1 500 3 Female 87 3 2 Sales Executive 4 Married 4936 14862 4 Y No 11 3 3 80 1 18 2 2 7 7 0 7
39.0 No Travel_Rarely 117.0 Research & Development 10.0 1 Medical 1 429 3 Male 99 3 4 Manager 1 Married 17068 5355 1 Y Yes 14 3 4 80 0 21 3 3 21 9 11 10
36.0 No Non-Travel 635.0 Sales 10.0 4 Medical 1 592 2 Male 32 3 3 Sales Executive 4 Single 9980 15318 1 Y No 14 3 4 80 0 10 3 2 10 3 9 7
32.0 No Travel_Rarely 588.0 Sales 8.0 2 Technical Degree 1 436 3 Female 65 2 2 Sales Executive 2 Married 5228 24624 1 Y Yes 11 3 4 80 0 13 2 3 13 12 11 9
56.0 No Travel_Frequently 1240.0 Research & Development 9.0 3 Medical 1 1071 1 Female 63 3 1 Research Scientist 3 Married 2942 12154 2 Y No 19 3 2 80 1 18 4 3 5 4 0 3
57.0 No Travel_Rarely 405.0 Research & Development 1.0 2 Life Sciences 1 1483 2 Male 93 4 2 Research Scientist 3 NaN 4900 2721 0 Y No 24 4 1 80 1 13 2 2 12 9 2 8
57.0 No Travel_Rarely 210.0 Sales 29.0 3 Marketing 1 568 1 Male 56 2 4 Manager 4 Divorced 14118 22102 3 Y No 12 3 3 80 1 32 3 2 1 0 0 0
40.0 No Travel_Rarely 804.0 Research & Development 2.0 1 Medical 1 763 4 Female 86 2 1 Research Scientist 4 Single 2342 22929 0 Y Yes 20 4 4 80 0 5 2 2 4 2 2 3
23.0 Yes Travel_Frequently 638.0 Sales 9.0 3 Marketing 1 2023 4 Male 33 3 1 Sales Representative 1 Married 1790 26956 1 Y No 19 3 1 80 1 1 3 2 1 0 1 0
53.0 No Travel_Rarely 1395.0 Research & Development 24.0 4 Medical 1 1689 2 Male 48 4 3 Healthcare Representative 4 Married 7005 3458 3 Y No 15 3 3 80 0 11 2 3 4 3 1 2
38.0 No Travel_Frequently 148.0 Research & Development 2.0 3 Medical 1 1675 4 Female 42 2 1 Laboratory Technician 2 Single 2440 23826 1 Y No 22 4 2 80 0 4 3 3 4 3 3 3
36.0 No Travel_Rarely 1041.0 Human Resources 13.0 3 Human Resources 1 829 3 Male 36 3 1 Human Resources 2 Married 2143 25527 4 Y No 13 3 2 80 1 8 2 3 5 2 0 4
29.0 No Travel_Frequently 1413.0 Sales 1.0 1 Medical 1 312 2 Female 42 3 3 Sales Executive 4 Married 7918 6599 1 Y No 14 3 4 80 1 11 5 3 11 10 4 1
38.0 No Travel_Rarely 201.0 Research & Development 10.0 3 Medical 1 2015 2 Female 99 1 3 Research Director 3 Married 13206 3376 3 Y No 12 3 1 80 1 20 3 3 18 16 1 11
47.0 No Travel_Rarely 1180.0 Research & Development 25.0 3 Medical 1 1993 1 Male 84 3 3 Healthcare Representative 3 Single 8633 13084 2 Y No 23 4 2 80 0 25 3 3 17 14 12 11
32.0 Yes Travel_Rarely 1089.0 Research & Development 7.0 2 Life Sciences 1 1309 4 Male 79 3 2 Laboratory Technician 3 Married 4883 22845 1 Y No 18 3 1 80 1 10 3 3 10 4 1 1
NaN No Travel_Rarely 819.0 Research & Development 18.0 5 Life Sciences 1 1621 2 Male 48 4 2 Research Scientist 1 Married 5208 26312 1 Y No 11 3 4 80 0 16 2 3 16 15 1 10
36.0 No Travel_Frequently 1195.0 Research & Development 11.0 3 Life Sciences 1 85 2 Male 95 2 2 Manufacturing Director 2 Single 6499 22656 1 Y No 13 3 3 80 0 6 3 3 6 5 0 3
49.0 Yes Travel_Frequently 1475.0 Research & Development 28.0 2 Life Sciences 1 1420 1 Male 97 2 2 Laboratory Technician 1 Single 4284 22710 3 Y No 20 4 1 80 0 20 2 3 4 3 1 3
34.0 No Travel_Rarely 121.0 Research & Development 2.0 4 Medical 1 804 3 Female 86 2 1 Research Scientist 1 Single 4381 7530 1 Y No 11 3 3 80 0 6 3 3 6 5 1 3
39.0 No Travel_Rarely 524.0 Research & Development 18.0 2 Life Sciences 1 1322 1 Male 32 3 2 Manufacturing Director 3 Single 4534 13352 0 Y No 11 3 1 80 0 9 6 3 8 7 1 7
30.0 No Non-Travel 829.0 Research & Development 1.0 1 Life Sciences 1 292 3 Male 88 2 3 Manufacturing Director 3 Single 8474 20925 1 Y No 22 4 3 80 0 12 2 3 11 8 5 8
51.0 No Travel_Frequently 541.0 Sales 2.0 3 Marketing 1 1391 2 Male 52 3 3 Sales Executive 2 Married 10596 15395 2 Y No 11 3 2 80 0 14 5 3 4 2 3 2
NaN No Travel_Rarely 735.0 Research & Development 6.0 1 Life Sciences 1 1291 3 Male 66 3 1 Research Scientist 3 Married 3506 6020 0 Y Yes 14 3 4 80 0 4 3 3 3 2 2 2
60.0 No Travel_Rarely 1179.0 Sales 16.0 4 Marketing 1 732 1 Male 84 3 2 Sales Executive 1 Single 5405 11924 8 Y No 14 3 4 80 0 10 1 3 2 2 2 2
50.0 Yes Travel_Frequently 878.0 Sales 1.0 4 Life Sciences 1 2044 2 Male 94 3 2 Sales Executive 3 Divorced 6728 14255 7 Y No 12 3 4 80 2 12 3 3 6 3 0 1
45.0 No NaN 950.0 Research & Development 28.0 3 Technical Degree 1 1546 4 Male 97 3 1 Research Scientist 4 Married 2132 4585 4 Y No 20 4 4 80 1 8 3 3 5 4 0 3
56.0 No Travel_Rarely 1400.0 Research & Development 7.0 3 Life Sciences 1 112 4 Male 49 1 3 Manufacturing Director 4 Single 7260 21698 4 Y No 11 3 1 80 0 37 3 2 6 4 0 2
46.0 No Travel_Rarely 706.0 Research & Development 2.0 2 Life Sciences 1 1857 4 Male 82 3 3 Manufacturing Director 4 Divorced 8578 19989 3 Y No 14 3 3 80 1 12 4 2 9 8 4 7
42.0 No Travel_Rarely 855.0 Research & Development 12.0 3 Medical 1 1768 2 Male 57 3 1 Laboratory Technician 2 Divorced 2766 8952 8 Y No 22 4 2 80 3 7 6 2 5 3 0 4
60.0 No Travel_Rarely NaN Research & Development 1.0 4 Medical 1 1697 3 Male 92 1 3 Healthcare Representative 4 Divorced 10883 20467 3 Y No 20 4 3 80 1 19 2 4 1 0 0 0
NaN No Travel_Rarely 141.0 Sales NaN 1 Other 1 879 3 Male 98 3 2 Sales Executive 1 Married 4194 14363 1 Y Yes 18 3 4 80 0 5 3 3 5 3 0 3
NaN No Non-Travel 280.0 Human Resources 1.0 2 Life Sciences 1 1858 3 Male 43 3 1 Human Resources 4 Divorced 2706 10494 1 Y No 15 3 2 80 1 3 2 3 3 2 2 2
53.0 Yes Travel_Rarely 607.0 Research & Development 2.0 5 Technical Degree 1 1572 3 Female 78 2 3 Manufacturing Director 4 Married 10169 14618 0 Y No 16 3 2 80 1 34 4 3 33 7 1 9
39.0 No Travel_Rarely 867.0 Research & Development 9.0 2 Medical 1 1936 1 Male 87 3 2 Manufacturing Director 1 Married 5151 12315 1 Y No 25 4 4 80 1 10 3 3 10 0 7 9
48.0 No Travel_Rarely 1224.0 Research & Development 10.0 3 Life Sciences 1 1867 4 Male 91 2 5 Research Director 2 Married 19665 13583 4 Y No 12 3 4 80 0 29 3 3 22 10 12 9
37.0 No Travel_Rarely 228.0 Sales 6.0 4 Medical 1 378 3 Male 98 3 2 Sales Executive 4 Married 6502 22825 4 Y No 14 3 2 80 1 7 5 4 5 4 0 1
41.0 No Travel_Frequently 1200.0 Research & Development 22.0 3 Life Sciences 1 1392 4 Female 75 3 2 Research Scientist 4 Divorced 5467 13953 3 Y Yes 14 3 1 80 2 12 4 2 6 2 3 3
21.0 No Non-Travel 895.0 Sales 9.0 2 Medical 1 484 1 Male 39 3 1 Sales Representative 4 Single 2610 2851 1 Y No 24 4 3 80 0 3 3 2 3 2 2 2
32.0 No Travel_Rarely 117.0 Sales 13.0 4 Life Sciences 1 859 2 Male 73 3 2 Sales Executive 4 Divorced 4403 9250 2 Y No 11 3 3 80 1 8 3 2 5 2 0 3
37.0 Yes Travel_Rarely 1373.0 Research & Development 2.0 2 Other 1 4 4 Male 92 2 1 Laboratory Technician 3 Single 2090 2396 6 Y Yes 15 3 2 80 0 7 3 3 0 0 0 0
59.0 No Travel_Rarely 1324.0 Research & Development NaN 3 Medical 1 10 3 Female 81 4 1 Laboratory Technician 1 Married 2670 9964 4 Y Yes 20 4 1 80 3 12 3 2 1 0 0 0
45.0 No Travel_Frequently 1249.0 Research & Development 7.0 3 Life Sciences 1 425 1 Male 97 3 3 Laboratory Technician 1 Divorced 5210 20308 1 Y No 18 3 1 80 1 24 2 3 24 9 9 11
NaN Yes Travel_Frequently 130.0 Research & Development 25.0 4 Life Sciences 1 881 4 Female 96 3 1 Research Scientist 2 Divorced 2022 16612 1 Y Yes 19 3 1 80 1 10 3 2 10 2 7 8
36.0 No Travel_Frequently 469.0 Research & Development NaN 3 Technical Degree 1 1257 3 Male 46 3 1 Research Scientist 2 Married 3692 9256 1 Y No 12 3 3 80 0 12 2 2 11 10 0 7
41.0 No Travel_Rarely 930.0 Sales NaN 3 Life Sciences 1 2037 3 Male 57 2 2 Sales Executive 2 Divorced 8938 12227 2 Y No 11 3 3 80 1 14 5 3 5 4 0 4
41.0 No Travel_Rarely 896.0 Sales 6.0 3 Life Sciences 1 298 4 Female 75 3 3 Manager 4 Single 13591 14674 3 Y Yes 18 3 3 80 0 16 3 3 1 0 0 0
42.0 No Travel_Rarely 603.0 Research & Development 7.0 4 Medical 1 1292 2 Female 78 4 2 Research Scientist 2 Married 2372 5628 6 Y Yes 16 3 4 80 0 18 2 3 1 0 0 0
42.0 No Travel_Rarely 691.0 Sales 8.0 4 Marketing 1 35 3 Male 48 3 2 Sales Executive 2 Married 6825 21173 0 Y No 11 3 4 80 1 10 2 3 9 7 4 2
24.0 No Non-Travel 830.0 Sales 13.0 2 Life Sciences 1 1495 4 Female 78 3 1 Sales Representative 2 Married 2033 7103 1 Y No 13 3 3 80 1 1 2 3 1 0 0 0
33.0 Yes Travel_Rarely 603.0 Sales 9.0 4 Marketing 1 1157 1 Female 77 3 2 Sales Executive 1 Single 8224 18385 0 Y Yes 17 3 1 80 0 6 3 3 5 2 0 3
43.0 No Travel_Frequently 422.0 Research & Development 1.0 3 Life Sciences 1 902 4 Female 33 3 2 Healthcare Representative 4 Married 5562 21782 4 Y No 13 3 2 80 1 12 2 2 5 2 2 2
NaN No Travel_Rarely 583.0 Sales 4.0 1 Marketing 1 885 3 Male 87 2 2 Sales Executive 1 Married 4256 18154 1 Y No 12 3 1 80 0 5 1 4 5 2 0 3
38.0 No Travel_Frequently 1391.0 Research & Development 10.0 1 Medical 1 1006 3 Male 66 3 1 Research Scientist 3 Married 2684 12127 0 Y No 17 3 2 80 1 3 0 2 2 1 0 2
33.0 No Travel_Rarely 516.0 Research & Development 8.0 5 Life Sciences 1 1515 4 Male 69 3 2 Healthcare Representative 3 Single 6388 22049 2 Y Yes 17 3 1 80 0 14 6 3 0 0 0 0
53.0 No Travel_Rarely 661.0 Sales 7.0 2 Marketing 1 862 1 Female 78 2 3 Sales Executive 4 Married 10934 20715 7 Y Yes 18 3 4 80 1 35 3 3 5 2 0 4
43.0 No Travel_Frequently 1082.0 Research & Development 27.0 3 Life Sciences 1 1126 3 Female 83 3 3 Manufacturing Director 1 Married 10820 11535 8 Y No 11 3 3 80 1 18 1 3 8 7 0 1
42.0 No Travel_Rarely 269.0 Research & Development 2.0 3 Medical 1 351 4 Female 56 2 1 Laboratory Technician 1 Divorced 2593 8007 0 Y Yes 11 3 3 80 1 10 4 3 9 6 7 8
53.0 No Travel_Rarely 1282.0 Research & Development NaN 3 Other 1 32 3 Female 58 3 5 Manager 3 Divorced 19094 10735 4 Y No 11 3 4 80 1 26 3 2 14 13 4 8
29.0 Yes Travel_Rarely 318.0 Research & Development 8.0 4 Other 1 454 2 Male 77 1 1 Laboratory Technician 1 Married 2119 4759 1 Y Yes 11 3 4 80 0 7 4 2 7 7 0 7
29.0 No Travel_Rarely 657.0 Research & Development 27.0 3 Medical 1 793 2 Female 66 3 2 Healthcare Representative 3 Married 4335 25549 4 Y No 12 3 1 80 1 11 3 2 8 7 1 1
37.0 No Travel_Rarely 408.0 Research & Development 19.0 2 Life Sciences 1 61 2 Male 73 3 1 Research Scientist 2 Married 3022 10227 4 Y No 21 4 1 80 0 8 1 3 1 0 0 0
50.0 No Travel_Frequently 1115.0 Research & Development 1.0 3 Life Sciences 1 141 1 Female 73 3 5 Research Director 2 Married 18172 9755 3 Y Yes 19 3 1 80 0 28 1 2 8 3 0 7
29.0 No Non-Travel 746.0 Sales 2.0 3 Life Sciences 1 469 4 Male 61 3 2 Sales Executive 3 Married 4649 16928 1 Y No 14 3 1 80 1 4 3 2 4 3 0 2
33.0 No Travel_Frequently 515.0 Research & Development 1.0 2 Life Sciences 1 73 1 Female 98 3 3 Research Director 4 Single 13458 15146 1 Y Yes 12 3 3 80 0 15 1 3 15 14 8 12
55.0 No Non-Travel 444.0 Research & Development 2.0 1 Medical 1 1074 3 Male 40 2 4 Manager 1 Single 16756 17323 7 Y No 15 3 2 80 0 31 3 4 9 7 6 2
51.0 No Travel_Rarely 1469.0 Research & Development 8.0 4 Life Sciences 1 296 2 Male 81 2 3 Research Director 2 Married 12490 15736 5 Y No 16 3 4 80 2 16 5 1 10 9 4 7
30.0 No Travel_Frequently 1312.0 Research & Development 23.0 3 Life Sciences 1 159 1 Male 96 1 1 Research Scientist 3 Divorced 2613 22310 1 Y No 25 4 3 80 3 10 2 2 10 7 0 9
49.0 No Travel_Rarely 1098.0 Research & Development 4.0 2 Medical 1 1256 1 Male 85 2 5 Manager 3 Married 18711 12124 2 Y No 13 3 3 80 1 23 2 4 1 0 0 0
47.0 No Travel_Frequently 1379.0 Research & Development 16.0 4 Medical 1 987 3 Male 64 4 2 Manufacturing Director 3 Divorced 5067 6759 1 Y Yes 19 3 3 80 0 20 3 4 19 10 2 7
31.0 No Travel_Rarely 1082.0 Research & Development 1.0 4 Medical 1 95 3 Male 87 3 1 Research Scientist 2 Single 2501 18775 1 Y No 17 3 2 80 0 1 4 3 1 1 1 0
47.0 No Travel_Rarely 207.0 Research & Development 9.0 4 Life Sciences 1 1856 2 Female 64 3 1 Laboratory Technician 3 Single 2105 5411 4 Y No 12 3 3 80 0 7 2 3 2 2 2 0
58.0 No Travel_Rarely 848.0 Research & Development 23.0 4 Life Sciences 1 1308 1 Male 88 3 1 Research Scientist 3 Divorced 2372 26076 1 Y No 12 3 4 80 2 2 3 3 2 2 2 2
41.0 Yes Travel_Rarely 1360.0 Research & Development 12.0 3 Technical Degree 1 58 2 Female 49 3 5 Research Director 3 Married 19545 16280 1 Y No 12 3 4 80 0 23 0 3 22 15 15 8
29.0 No Travel_Rarely 468.0 Research & Development 28.0 4 Medical 1 2054 4 Female 73 2 1 Research Scientist 1 Single 3785 8489 1 Y No 14 3 2 80 0 5 3 1 5 4 0 4
50.0 No Travel_Rarely 1207.0 Research & Development 28.0 1 Medical 1 716 4 Male 74 4 1 Laboratory Technician 3 Married 3221 3297 1 Y Yes 11 3 3 80 3 20 3 3 20 8 3 8
32.0 No Travel_Rarely 267.0 Research & Development 29.0 4 Life Sciences 1 2010 3 Female 49 2 1 Laboratory Technician 2 Single 2837 15919 1 Y No 13 3 3 80 0 6 3 3 6 2 4 1
44.0 No Travel_Rarely 1313.0 Research & Development 7.0 3 Medical 1 1608 2 Female 31 3 5 Research Director 4 Divorced 19049 3549 0 Y Yes 14 3 4 80 1 23 4 2 22 7 1 10
38.0 No Travel_Rarely 433.0 Human Resources 1.0 3 Human Resources 1 1152 3 Male 37 4 1 Human Resources 3 Married 2844 6004 1 Y No 13 3 4 80 1 7 2 4 7 6 5 0
NaN Yes Travel_Frequently 342.0 Research & Development 2.0 3 Life Sciences 1 1053 1 Male 57 3 1 Research Scientist 1 Married 2042 15346 6 Y Yes 14 3 2 80 1 6 2 3 3 2 1 2
40.0 No Travel_Frequently 580.0 Sales NaN 4 Life Sciences 1 729 4 Male 48 2 3 Sales Executive 1 Married 10475 23772 5 Y Yes 21 4 3 80 1 20 2 3 18 13 1 12
45.0 No Travel_Rarely 252.0 Research & Development 2.0 3 Life Sciences 1 834 2 Female 95 2 1 Research Scientist 3 Single 2274 6153 1 Y No 14 3 4 80 0 1 3 3 1 0 0 0
46.0 No Travel_Frequently 1034.0 Research & Development 18.0 1 Medical 1 624 1 Female 86 3 3 Healthcare Representative 3 Married 10527 8984 5 Y No 11 3 4 80 0 28 3 2 2 2 1 2
NaN Yes Non-Travel 1366.0 Research & Development 24.0 2 Technical Degree 1 1082 2 Male 72 2 3 Healthcare Representative 1 Single 8722 12355 1 Y No 12 3 1 80 0 10 2 2 10 7 1 9
34.0 No Travel_Rarely 181.0 Research & Development 2.0 4 Medical 1 1755 4 Male 97 4 1 Research Scientist 4 Married 2932 5586 0 Y Yes 14 3 1 80 3 6 3 3 5 0 1 2
55.0 No Travel_Frequently 135.0 Research & Development 18.0 4 Medical 1 1034 3 Male 62 3 2 Healthcare Representative 2 Married 6385 12992 3 Y Yes 14 3 4 80 2 17 3 3 8 7 6 7
19.0 No Travel_Rarely 265.0 Research & Development 25.0 3 Life Sciences 1 1269 2 Female 57 4 1 Research Scientist 4 Single 2994 21221 1 Y Yes 12 3 4 80 0 1 2 3 1 0 0 1
32.0 No Travel_Rarely 427.0 Research & Development 1.0 3 Medical 1 78 1 Male 33 3 2 Manufacturing Director 4 Married 6162 10877 1 Y Yes 22 4 2 80 1 9 3 3 9 8 7 8
40.0 No Non-Travel 663.0 Research & Development 9.0 4 Other 1 1449 3 Male 81 3 2 Laboratory Technician 3 Divorced 3975 23099 3 Y No 11 3 3 80 2 11 2 4 8 7 0 7
30.0 No Travel_Rarely 1334.0 Sales 4.0 2 Medical 1 121 3 Female 63 2 2 Sales Executive 2 Divorced 5209 19760 1 Y Yes 12 3 2 80 3 11 4 2 11 8 2 7
22.0 Yes Travel_Rarely 617.0 Research & Development NaN 1 Life Sciences 1 926 2 Female 34 3 2 Manufacturing Director 3 Married 4171 10022 0 Y Yes 19 3 1 80 1 4 3 4 3 2 0 2
48.0 No Travel_Rarely 1469.0 Research & Development 20.0 4 Medical 1 945 4 Male 51 3 1 Research Scientist 3 Married 2259 5543 4 Y No 17 3 1 80 2 13 2 2 0 0 0 0
45.0 No Non-Travel 1195.0 Research & Development 2.0 2 Medical 1 264 1 Male 65 2 4 Manager 4 Married 16792 20462 9 Y No 23 4 4 80 1 22 1 3 20 8 11 8
53.0 No Travel_Rarely 1070.0 Research & Development NaN 4 Medical 1 386 3 Male 45 3 4 Research Director 3 Married 17584 21016 3 Y Yes 16 3 4 80 3 21 5 2 5 3 1 3
36.0 No Travel_Frequently 541.0 Sales NaN 4 Medical 1 481 1 Male 48 2 3 Sales Executive 4 Married 9699 7246 4 Y No 11 3 1 80 1 16 2 3 13 9 1 12
29.0 No Travel_Frequently 806.0 Research & Development 1.0 4 Life Sciences 1 710 2 Male 76 1 1 Research Scientist 4 Divorced 2720 18959 1 Y No 18 3 4 80 1 10 5 3 10 7 2 8
46.0 No Travel_Rarely 1003.0 Research & Development 8.0 4 Life Sciences 1 1080 4 Female 74 2 2 Research Scientist 1 Divorced 4615 21029 8 Y Yes 23 4 1 80 3 19 2 3 16 13 1 7
41.0 No Travel_Rarely 549.0 Research & Development 7.0 2 Medical 1 1025 4 Female 42 3 2 Manufacturing Director 3 Single 5003 23371 6 Y No 14 3 2 80 0 8 6 3 2 2 2 1
41.0 Yes Travel_Rarely 1356.0 Sales 20.0 2 Marketing 1 248 2 Female 70 3 1 Sales Representative 2 Single 3140 21728 1 Y Yes 22 4 4 80 0 4 5 2 4 3 0 2
52.0 No Travel_Frequently 322.0 Research & Development 28.0 2 Medical 1 1401 4 Female 59 4 4 Manufacturing Director 3 Married 13247 9731 2 Y Yes 11 3 2 80 1 24 3 2 5 3 0 2
51.0 No Travel_Frequently 1456.0 Research & Development 1.0 4 Medical 1 145 1 Female 30 2 3 Healthcare Representative 1 Single 7484 25796 3 Y No 20 4 3 80 0 23 1 2 13 12 12 8
NaN Yes Travel_Rarely 1357.0 Research & Development 25.0 3 Life Sciences 1 55 1 Male 48 1 1 Laboratory Technician 3 Single 2293 10558 1 Y No 12 3 3 80 0 1 2 2 1 0 0 1
36.0 No Travel_Rarely 1157.0 Sales 2.0 4 Life Sciences 1 1556 3 Male 70 3 1 Sales Representative 4 Single 2644 17001 3 Y Yes 21 4 4 80 0 7 3 2 3 2 1 2
38.0 Yes Travel_Rarely 1180.0 Research & Development 29.0 1 Medical 1 282 2 Male 70 3 2 Healthcare Representative 1 Married 6673 11354 7 Y Yes 19 3 2 80 0 17 2 3 1 0 0 0
31.0 No Travel_Frequently 715.0 Sales 2.0 4 Other 1 1613 4 Male 54 3 2 Sales Executive 1 Single 5332 21602 7 Y No 13 3 4 80 0 10 3 3 5 2 0 3
44.0 No Travel_Rarely 1488.0 Sales 1.0 5 Marketing 1 68 2 Female 75 3 2 Sales Executive 1 Divorced 5454 4009 5 Y Yes 21 4 3 80 1 9 2 2 4 3 1 3
30.0 No Travel_Rarely NaN Sales 27.0 5 Marketing 1 747 3 Male 99 3 2 Sales Executive 4 Divorced 5304 25275 7 Y No 23 4 4 80 1 10 2 2 8 7 7 7
31.0 Yes Travel_Frequently 1060.0 Sales 1.0 3 Life Sciences 1 1331 4 Female 54 3 1 Sales Representative 2 Single 2302 8319 1 Y Yes 11 3 1 80 0 3 2 4 3 2 2 2
27.0 Yes Travel_Rarely 135.0 Research & Development 17.0 4 Life Sciences 1 1405 4 Female 51 3 1 Research Scientist 3 Single 2394 25681 1 Y Yes 13 3 4 80 0 8 2 3 8 2 7 7
NaN No Travel_Rarely 1451.0 Research & Development 2.0 1 Life Sciences 1 1136 1 Male 67 2 1 Research Scientist 2 Married 3201 19911 0 Y No 17 3 1 80 0 6 2 1 5 3 0 4
24.0 No NaN 1206.0 Research & Development 17.0 1 Medical 1 1009 4 Female 41 2 2 Manufacturing Director 3 Divorced 4377 24117 1 Y No 15 3 2 80 2 5 6 3 4 2 3 2
50.0 No Travel_Rarely 328.0 Research & Development 1.0 3 Medical 1 249 3 Male 86 2 1 Laboratory Technician 3 Married 3690 3425 2 Y No 15 3 4 80 1 5 2 2 3 2 0 2
39.0 No Travel_Rarely 1329.0 Sales 4.0 4 Life Sciences 1 182 4 Female 47 2 2 Sales Executive 3 Married 5902 14590 4 Y No 14 3 3 80 1 17 1 4 15 11 5 9
30.0 No Non-Travel 879.0 Research & Development 9.0 2 Medical 1 1298 3 Female 72 3 2 Manufacturing Director 3 Single 4695 12858 7 Y Yes 18 3 3 80 0 10 3 3 8 4 1 7
30.0 No Travel_Rarely 852.0 Research & Development 1.0 1 Life Sciences 1 104 4 Male 55 2 2 Laboratory Technician 4 Married 5126 15998 1 Y Yes 12 3 3 80 2 10 1 2 10 8 3 0
29.0 No NaN 991.0 Sales NaN 3 Medical 1 1669 1 Male 43 2 2 Sales Executive 2 Divorced 4187 3356 1 Y Yes 13 3 2 80 1 10 3 2 10 0 0 9
59.0 No Non-Travel 1420.0 Human Resources 2.0 4 Human Resources 1 140 3 Female 32 2 5 Manager 4 Married 18844 21922 9 Y No 21 4 4 80 1 30 3 3 3 2 2 2
36.0 No Non-Travel 427.0 Research & Development 8.0 3 Life Sciences 1 742 1 Female 63 4 3 Research Director 1 Married 11713 20335 9 Y No 14 3 1 80 1 10 2 3 8 7 0 5
29.0 Yes Travel_Rarely NaN Research & Development 10.0 3 Life Sciences 1 994 4 Female 92 2 1 Research Scientist 1 Single 2404 11479 6 Y Yes 20 4 3 80 0 3 5 3 0 0 0 0
30.0 Yes Travel_Frequently 448.0 Sales 12.0 4 Life Sciences 1 648 2 Male 74 2 1 Sales Representative 1 Married 2033 14470 1 Y No 18 3 3 80 1 1 2 4 1 0 0 0
50.0 No Travel_Rarely 1452.0 Research & Development 11.0 3 Life Sciences 1 226 3 Female 53 3 5 Manager 2 Single 19926 17053 3 Y No 15 3 2 80 0 21 5 3 5 4 4 4
37.0 No Travel_Rarely 1017.0 Research & Development 1.0 2 Medical 1 340 3 Female 83 2 1 Research Scientist 1 Married 3920 18697 2 Y No 14 3 1 80 1 17 2 2 3 1 0 2
38.0 No Travel_Rarely 849.0 Research & Development 25.0 2 Life Sciences 1 421 1 Female 81 2 3 Research Director 2 Married 12061 26707 3 Y No 17 3 3 80 1 19 2 3 10 8 0 1
41.0 No Non-Travel 267.0 Sales 10.0 2 Life Sciences 1 599 4 Male 56 3 2 Sales Executive 4 Single 6230 13430 7 Y No 14 3 4 80 0 16 3 3 14 3 1 10
29.0 No Travel_Rarely 590.0 Research & Development 4.0 3 Technical Degree 1 1762 4 Female 91 2 1 Research Scientist 1 Divorced 2109 10007 1 Y No 13 3 3 80 1 1 2 3 1 0 0 0
45.0 No Travel_Rarely 549.0 Research & Development 8.0 4 Other 1 452 4 Male 75 3 2 Research Scientist 4 Married 3697 9278 9 Y No 14 3 1 80 2 12 3 3 10 9 9 8
NaN No Non-Travel 120.0 Sales 4.0 3 Medical 1 129 2 Male 43 3 2 Sales Executive 3 Married 4221 8863 1 Y No 15 3 2 80 0 5 3 4 5 4 0 4
29.0 No Travel_Rarely 136.0 Research & Development 1.0 3 Life Sciences 1 1954 1 Male 89 3 2 Healthcare Representative 1 Married 5373 6225 0 Y No 12 3 1 80 1 6 5 2 5 3 0 2
42.0 No Travel_Rarely 469.0 Research & Development 2.0 2 Medical 1 1109 4 Male 35 3 4 Manager 1 Married 17665 14399 0 Y No 17 3 4 80 1 23 3 3 22 6 13 7
48.0 No Travel_Rarely 715.0 Research & Development 1.0 3 Life Sciences 1 1263 4 Male 76 2 5 Research Director 4 Single 18265 8733 6 Y No 12 3 3 80 0 25 3 4 1 0 0 0
20.0 Yes Travel_Frequently 871.0 Research & Development 6.0 3 Life Sciences 1 137 4 Female 66 2 1 Laboratory Technician 4 Single 2926 19783 1 Y Yes 18 3 2 80 0 1 5 3 1 0 1 0
31.0 No Travel_Rarely 1274.0 Research & Development 9.0 1 Life Sciences 1 581 3 Male 33 3 3 Manufacturing Director 2 Divorced 10648 14394 1 Y No 25 4 4 80 1 13 6 4 13 8 0 8
41.0 No Non-Travel 552.0 Human Resources 4.0 3 Human Resources 1 1722 3 Male 60 1 2 Human Resources 2 Married 6430 20794 6 Y No 19 3 2 80 1 10 4 3 3 2 1 2
29.0 Yes Travel_Rarely 350.0 Human Resources 13.0 3 Human Resources 1 1844 1 Male 56 2 1 Human Resources 1 Divorced 2335 3157 4 Y Yes 15 3 4 80 3 4 3 3 2 2 2 0
42.0 No Travel_Rarely 647.0 Sales 4.0 4 Marketing 1 1171 2 Male 45 3 2 Sales Executive 1 Single 5155 2253 7 Y No 13 3 4 80 0 9 3 4 6 4 1 5
36.0 No Travel_Rarely 1120.0 Sales 11.0 4 Marketing 1 2045 2 Female 100 2 2 Sales Executive 4 Married 6652 14369 4 Y No 13 3 1 80 1 8 2 2 6 3 0 0
NaN No Travel_Rarely 1476.0 Research & Development 16.0 2 Medical 1 412 2 Male 68 4 2 Healthcare Representative 1 Single 5661 4824 0 Y No 19 3 3 80 0 9 2 3 8 3 0 7
32.0 Yes Travel_Rarely 964.0 Sales 1.0 2 Life Sciences 1 1734 1 Male 34 1 2 Sales Executive 2 Single 6735 12147 6 Y No 15 3 2 80 0 10 2 3 0 0 0 0
36.0 No Travel_Rarely 1351.0 Research & Development 26.0 4 Life Sciences 1 1682 1 Male 80 3 2 Healthcare Representative 3 Married 5347 7419 6 Y No 14 3 2 80 2 10 2 2 3 2 0 2
42.0 No Travel_Rarely 201.0 Research & Development 1.0 4 Life Sciences 1 517 2 Female 95 3 1 Laboratory Technician 1 Divorced 2576 20490 3 Y No 16 3 2 80 1 8 5 3 5 2 1 2
43.0 No Travel_Rarely 1034.0 Sales 16.0 3 Marketing 1 327 4 Female 80 3 4 Manager 4 Married 16064 7744 5 Y Yes 22 4 3 80 1 22 3 3 17 13 1 9
36.0 No Travel_Rarely 530.0 Sales 2.0 4 Life Sciences 1 1710 3 Female 51 3 2 Sales Representative 4 Single 4502 7439 3 Y No 15 3 3 80 0 17 2 2 13 7 6 7
NaN No Non-Travel 675.0 Research & Development NaN 2 Life Sciences 1 369 2 Male 85 4 2 Healthcare Representative 1 Divorced 4000 18384 1 Y No 12 3 4 80 2 6 2 3 6 3 1 5
36.0 No Non-Travel 1105.0 Research & Development 24.0 4 Life Sciences 1 419 2 Female 47 3 2 Laboratory Technician 2 Married 5674 6927 7 Y No 15 3 3 80 1 11 3 3 9 8 0 8
36.0 No Travel_Frequently 1467.0 Sales 11.0 2 Technical Degree 1 154 2 Female 92 3 3 Sales Executive 4 Married 9738 22952 0 Y No 14 3 3 80 1 10 6 3 9 7 2 8
38.0 No Travel_Frequently 1189.0 Research & Development 1.0 3 Life Sciences 1 1668 4 Male 90 3 2 Research Scientist 4 Married 4735 9867 7 Y No 15 3 4 80 2 19 4 4 13 11 2 9
33.0 No Travel_Rarely 1198.0 Research & Development 1.0 4 Other 1 939 3 Male 100 2 1 Research Scientist 1 Single 2799 3339 3 Y Yes 11 3 2 80 0 6 1 3 3 2 0 2
45.0 No Travel_Frequently 1199.0 Research & Development 7.0 4 Life Sciences 1 341 1 Male 77 4 2 Manufacturing Director 3 Married 6434 5118 4 Y No 17 3 4 80 1 9 1 3 3 2 0 2
27.0 No Travel_Rarely 511.0 Sales 2.0 2 Medical 1 1898 1 Female 89 4 2 Sales Executive 3 Single 6500 26997 0 Y No 14 3 2 80 0 9 5 2 8 7 0 7
34.0 Yes Travel_Rarely 790.0 Sales 24.0 4 Medical 1 1489 1 Female 40 2 2 Sales Executive 2 Single 4599 7815 0 Y Yes 23 4 3 80 0 16 2 4 15 9 10 10
29.0 No Travel_Rarely 1328.0 Research & Development 2.0 3 Life Sciences 1 94 3 Male 76 3 1 Research Scientist 2 Married 2703 4956 0 Y No 23 4 4 80 1 6 3 3 5 4 0 4
32.0 No Travel_Rarely 1093.0 Sales 6.0 4 Medical 1 125 2 Male 87 3 2 Sales Executive 3 Single 5010 24301 1 Y No 16 3 1 80 0 12 0 3 11 8 5 7
46.0 No Travel_Rarely 406.0 Sales NaN 1 Marketing 1 1124 1 Male 52 3 4 Manager 3 Married 17465 15596 3 Y No 12 3 4 80 1 23 3 3 12 9 4 9
39.0 Yes Travel_Rarely 895.0 Sales NaN 3 Technical Degree 1 42 4 Male 56 3 2 Sales Representative 4 Married 2086 3335 3 Y No 14 3 3 80 1 19 6 4 1 0 0 0
44.0 No Travel_Rarely 136.0 Research & Development 28.0 3 Life Sciences 1 1523 4 Male 32 3 4 Research Director 1 Married 16328 22074 3 Y No 13 3 3 80 1 24 1 4 20 6 14 17
40.0 No Travel_Rarely 302.0 Research & Development 6.0 3 Life Sciences 1 601 2 Female 75 3 4 Manufacturing Director 3 Single 13237 20364 7 Y No 15 3 3 80 0 22 3 3 20 6 5 13
55.0 No Travel_Rarely 1117.0 Sales 18.0 5 Life Sciences 1 597 1 Female 83 3 4 Manager 2 Single 16835 9873 3 Y No 23 4 4 80 0 37 2 3 10 9 7 7
41.0 No Travel_Frequently 840.0 Research & Development 9.0 3 Medical 1 999 1 Male 64 3 5 Research Director 3 Divorced 19419 3735 2 Y No 17 3 2 80 1 21 2 4 18 16 0 11
43.0 Yes Travel_Rarely NaN Sales 9.0 3 Marketing 1 1188 1 Female 85 1 2 Sales Executive 3 Single 5346 9489 8 Y No 13 3 2 80 0 7 2 2 4 3 1 3
38.0 No Travel_Rarely 437.0 Sales 16.0 3 Life Sciences 1 1583 2 Female 90 3 2 Sales Executive 2 Single 4198 16379 2 Y No 12 3 2 80 0 8 5 4 3 2 1 2
29.0 Yes Travel_Rarely 428.0 Sales 9.0 3 Marketing 1 1752 2 Female 52 1 1 Sales Representative 2 Single 2760 14630 1 Y No 13 3 3 80 0 2 3 3 2 2 2 2
NaN No Travel_Rarely 652.0 Research & Development 7.0 3 Other 1 1417 3 Male 100 4 1 Laboratory Technician 1 Single 3578 23577 0 Y No 12 3 4 80 0 8 2 3 7 7 0 7
45.0 No Travel_Rarely 193.0 Research & Development 6.0 4 Other 1 101 4 Male 52 3 3 Research Director 1 Married 13245 15067 4 Y Yes 14 3 2 80 0 17 3 4 0 0 0 0
34.0 No Travel_Rarely 1153.0 Research & Development 1.0 2 Medical 1 110 1 Male 94 3 2 Manufacturing Director 2 Married 4325 17736 1 Y No 15 3 3 80 0 5 2 3 5 2 1 3
38.0 No Travel_Frequently 693.0 Research & Development 7.0 3 Life Sciences 1 1382 4 Male 57 4 1 Research Scientist 3 Divorced 2610 15748 1 Y No 11 3 4 80 3 4 2 3 4 2 0 3
55.0 No Travel_Rarely 111.0 Sales 1.0 2 Life Sciences 1 106 1 Male 70 3 3 Sales Executive 4 Married 10239 18092 3 Y No 14 3 4 80 1 24 4 3 1 0 1 0
18.0 Yes Travel_Frequently 1306.0 Sales NaN 3 Marketing 1 614 2 Male 69 3 1 Sales Representative 2 Single 1878 8059 1 Y Yes 14 3 4 80 0 0 3 3 0 0 0 0
40.0 No Travel_Rarely 884.0 Research & Development 15.0 3 Life Sciences 1 1628 1 Female 80 2 3 Manufacturing Director 3 Married 10435 25800 1 Y No 13 3 4 80 2 18 2 3 18 15 14 12
NaN No Travel_Rarely 1137.0 Research & Development 21.0 1 Life Sciences 1 942 4 Female 51 3 2 Healthcare Representative 4 Married 4014 19170 1 Y Yes 25 4 4 80 1 10 2 1 10 6 0 7
NaN No Non-Travel 1476.0 Research & Development 1.0 3 Life Sciences 1 1315 3 Female 55 1 2 Laboratory Technician 4 Married 6674 16392 0 Y No 11 3 1 80 3 10 6 3 9 8 7 5
20.0 No Travel_Rarely 727.0 Sales 9.0 1 Life Sciences 1 1680 4 Male 54 3 1 Sales Representative 1 Single 2728 21082 1 Y No 11 3 1 80 0 2 3 3 2 2 0 2
33.0 Yes Travel_Rarely 587.0 Research & Development 10.0 1 Medical 1 584 1 Male 38 1 1 Laboratory Technician 4 Divorced 3408 6705 7 Y No 13 3 1 80 3 8 2 3 4 3 1 3
31.0 No Travel_Rarely 1222.0 Research & Development 11.0 4 Life Sciences 1 895 4 Male 48 3 1 Research Scientist 4 Married 2356 14871 3 Y Yes 19 3 2 80 1 8 2 3 6 4 0 2
40.0 No Travel_Rarely 1492.0 Research & Development 20.0 4 Technical Degree 1 1092 1 Male 61 3 3 Healthcare Representative 4 Married 10322 26542 4 Y No 20 4 4 80 1 14 6 3 11 10 11 1
50.0 No Travel_Frequently 1421.0 Research & Development 2.0 3 Medical 1 1215 4 Female 30 3 4 Manager 1 Married 17856 9490 2 Y No 22 4 3 80 1 32 3 3 2 2 2 2
27.0 No Travel_Frequently 591.0 Research & Development 2.0 3 Medical 1 1648 4 Male 87 3 1 Research Scientist 4 Single 2580 6297 2 Y No 13 3 3 80 0 6 0 2 4 2 1 2
NaN No Travel_Rarely 1300.0 Research & Development 17.0 2 Medical 1 536 3 Male 79 3 2 Laboratory Technician 1 Divorced 4558 13535 1 Y No 12 3 4 80 1 10 2 3 10 0 1 8
36.0 No Travel_Rarely 1383.0 Research & Development 10.0 3 Life Sciences 1 1790 4 Male 90 3 3 Healthcare Representative 1 Married 8321 25949 7 Y Yes 13 3 4 80 1 15 1 3 12 8 5 7
53.0 No Travel_Rarely 447.0 Research & Development 2.0 3 Medical 1 1472 4 Male 39 4 4 Research Director 2 Single 16598 19764 4 Y No 12 3 2 80 0 35 2 2 9 8 8 8
42.0 No Travel_Rarely 1128.0 Research & Development 13.0 3 Medical 1 1803 2 Male 95 4 2 Healthcare Representative 1 Married 5538 5696 5 Y No 18 3 3 80 2 10 2 2 0 0 0 0
37.0 No Non-Travel 1040.0 Research & Development 2.0 2 Life Sciences 1 139 3 Male 100 2 2 Healthcare Representative 4 Divorced 5163 15850 5 Y No 14 3 4 80 1 17 2 4 1 0 0 0
43.0 No Travel_Rarely 589.0 Research & Development 14.0 2 Life Sciences 1 843 2 Male 94 3 4 Research Director 1 Married 17159 5200 6 Y No 24 4 3 80 1 22 3 3 4 1 1 0
23.0 No Travel_Rarely 373.0 Research & Development 1.0 2 Life Sciences 1 1270 4 Male 47 3 1 Research Scientist 3 Married 1223 16901 1 Y No 22 4 4 80 1 1 2 3 1 0 0 1
52.0 No Travel_Rarely 258.0 Research & Development 8.0 4 Other 1 1409 3 Female 54 3 1 Laboratory Technician 1 Married 2950 17363 9 Y No 13 3 3 80 0 12 2 1 5 4 0 4
29.0 No Travel_Rarely 1010.0 Research & Development 1.0 3 Life Sciences 1 1249 1 Female 97 3 1 Research Scientist 4 Divorced 3760 5598 1 Y No 15 3 1 80 3 3 5 3 3 2 1 2
50.0 No Travel_Rarely 989.0 Research & Development 7.0 2 Medical 1 80 2 Female 43 2 5 Research Director 3 Divorced 18740 16701 5 Y Yes 12 3 4 80 1 29 2 2 27 3 13 8
42.0 No Travel_Rarely 635.0 Sales 1.0 1 Life Sciences 1 387 2 Male 99 3 2 Sales Executive 3 Married 4907 24532 1 Y No 25 4 3 80 0 20 3 3 20 16 11 6
34.0 No Travel_Rarely 628.0 Research & Development 8.0 3 Medical 1 2068 2 Male 82 4 2 Laboratory Technician 3 Married 4404 10228 2 Y No 12 3 1 80 0 6 3 4 4 3 1 2
32.0 No NaN 1401.0 Sales 4.0 2 Life Sciences 1 330 3 Female 56 3 1 Sales Representative 2 Married 3931 20990 2 Y No 11 3 1 80 1 6 5 3 4 3 1 2
38.0 No Travel_Rarely 119.0 Sales NaN 3 Life Sciences 1 307 1 Male 76 3 3 Sales Executive 3 Divorced 10609 9647 0 Y No 12 3 3 80 2 17 6 2 16 10 5 13
30.0 No Travel_Rarely 201.0 Research & Development NaN 3 Technical Degree 1 197 4 Female 84 3 1 Research Scientist 1 Divorced 3204 10415 5 Y No 14 3 4 80 1 8 3 3 3 2 2 2
56.0 No Travel_Rarely NaN Sales 11.0 5 Marketing 1 1935 4 Female 89 2 2 Sales Executive 1 Married 5380 20328 4 Y No 16 3 3 80 1 6 3 3 0 0 0 0
27.0 No Travel_Rarely 1469.0 Research & Development 1.0 2 Medical 1 497 4 Male 82 3 1 Laboratory Technician 2 Divorced 3816 17881 1 Y No 11 3 2 80 1 5 2 3 5 2 0 4
36.0 No Travel_Rarely 922.0 Research & Development NaN 2 Life Sciences 1 155 1 Female 39 3 1 Laboratory Technician 4 Divorced 2835 2561 5 Y No 22 4 1 80 1 7 2 3 1 0 0 0
40.0 No NaN 616.0 Research & Development 2.0 2 Life Sciences 1 1802 3 Female 99 3 1 Laboratory Technician 1 Married 3377 25605 4 Y No 17 3 4 80 1 7 5 2 4 3 0 2
37.0 Yes Travel_Frequently 504.0 Research & Development 10.0 3 Medical 1 342 1 Male 61 3 3 Manufacturing Director 3 Divorced 10048 22573 6 Y No 11 3 2 80 2 17 5 3 1 0 0 0
33.0 No Non-Travel 1313.0 Research & Development 1.0 2 Medical 1 1994 2 Male 59 2 1 Laboratory Technician 3 Divorced 2008 20439 1 Y No 12 3 3 80 3 1 2 2 1 1 0 0
36.0 No Travel_Rarely 1299.0 Research & Development 27.0 3 Medical 1 13 3 Male 94 3 2 Healthcare Representative 3 Married 5237 16577 6 Y No 13 3 2 80 2 17 3 2 7 7 7 7
39.0 No Travel_Frequently 443.0 Research & Development 8.0 1 Life Sciences 1 602 3 Female 48 3 1 Laboratory Technician 3 Married 3755 17872 1 Y No 11 3 1 80 1 8 3 3 8 3 0 7
36.0 No Non-Travel 1229.0 Sales 8.0 4 Technical Degree 1 990 1 Male 84 3 2 Sales Executive 4 Divorced 5079 25952 4 Y No 13 3 4 80 2 12 3 3 7 7 0 7
NaN No Travel_Rarely NaN Research & Development 1.0 3 Life Sciences 1 350 1 Female 62 3 2 Manufacturing Director 3 Married 4898 7505 0 Y No 12 3 4 80 2 5 3 3 4 2 1 2
36.0 No Travel_Rarely 676.0 Research & Development 1.0 3 Other 1 823 3 Female 35 3 2 Manufacturing Director 2 Married 5228 23361 0 Y No 15 3 1 80 1 10 2 3 9 7 0 5
37.0 No Travel_Rarely 1305.0 Research & Development 10.0 4 Life Sciences 1 518 3 Male 49 3 2 Manufacturing Director 2 Single 4197 21123 2 Y Yes 12 3 4 80 0 18 2 2 1 0 0 1
51.0 No Travel_Frequently 237.0 Sales 9.0 3 Life Sciences 1 1282 4 Male 83 3 5 Manager 2 Divorced 19847 19196 4 Y Yes 24 4 1 80 1 31 5 2 29 10 11 10
49.0 No Travel_Rarely 301.0 Research & Development 22.0 4 Other 1 1655 1 Female 72 3 4 Research Director 2 Married 16413 3498 3 Y No 16 3 2 80 2 27 2 3 4 2 1 2
NaN No Non-Travel 1225.0 Research & Development 2.0 4 Life Sciences 1 771 4 Female 61 3 2 Healthcare Representative 1 Divorced 5093 4761 2 Y No 11 3 1 80 1 16 2 4 1 0 0 0
43.0 Yes Travel_Frequently 807.0 Research & Development 17.0 3 Technical Degree 1 1767 3 Male 38 2 1 Research Scientist 3 Married 2437 15587 9 Y Yes 16 3 4 80 1 6 4 3 1 0 0 0
33.0 No Travel_Frequently 970.0 Sales 7.0 3 Life Sciences 1 1114 4 Female 30 3 2 Sales Executive 2 Married 4302 13401 0 Y No 17 3 3 80 1 4 3 3 3 2 0 2
NaN No Travel_Rarely 775.0 Sales 29.0 2 Medical 1 618 1 Male 45 3 2 Sales Executive 3 Divorced 4306 4267 5 Y No 12 3 1 80 2 8 5 3 0 0 0 0
46.0 No Travel_Rarely 566.0 Research & Development 7.0 2 Medical 1 1007 4 Male 75 3 3 Manufacturing Director 3 Divorced 10845 24208 6 Y No 13 3 2 80 1 13 3 3 8 7 0 7
56.0 Yes Travel_Rarely 1162.0 Research & Development 24.0 2 Life Sciences 1 1907 1 Male 97 3 1 Laboratory Technician 4 Single 2587 10261 1 Y No 16 3 4 80 0 5 3 3 4 2 1 0
32.0 No Travel_Frequently 689.0 Sales 9.0 2 Medical 1 195 4 Male 35 1 2 Sales Executive 4 Divorced 4668 22812 0 Y No 17 3 4 80 3 9 2 4 8 7 0 7
30.0 No Travel_Frequently 160.0 Research & Development NaN 3 Medical 1 680 3 Female 71 3 1 Research Scientist 3 Divorced 2083 22653 1 Y No 20 4 3 80 1 1 2 3 1 0 0 0
30.0 Yes Travel_Rarely 740.0 Sales 1.0 3 Life Sciences 1 1562 2 Male 64 2 2 Sales Executive 1 Married 9714 5323 1 Y No 11 3 4 80 1 10 4 3 10 8 6 7
27.0 No Travel_Rarely 1055.0 Research & Development 2.0 4 Life Sciences 1 1027 1 Female 47 3 2 Manufacturing Director 4 Married 4227 4658 0 Y No 18 3 2 80 1 4 2 3 3 2 2 2
42.0 No Travel_Rarely 1396.0 Research & Development 6.0 3 Medical 1 1911 3 Male 83 3 3 Research Director 1 Married 13348 14842 9 Y No 13 3 2 80 1 18 3 4 13 7 5 7
20.0 Yes Travel_Rarely 1097.0 Research & Development 11.0 3 Medical 1 1016 4 Female 98 2 1 Research Scientist 1 Single 2600 18275 1 Y Yes 15 3 1 80 0 1 2 3 1 0 0 0
50.0 No Travel_Rarely 316.0 Sales 8.0 4 Marketing 1 738 4 Male 54 3 1 Sales Representative 2 Married 3875 9983 7 Y No 15 3 4 80 1 4 2 3 2 2 2 2
19.0 Yes Travel_Rarely 303.0 Research & Development 2.0 3 Life Sciences 1 243 2 Male 47 2 1 Laboratory Technician 4 Single 1102 9241 1 Y No 22 4 3 80 0 1 3 2 1 0 1 0
31.0 No Travel_Rarely 1154.0 Sales 2.0 2 Life Sciences 1 1996 1 Male 54 3 1 Sales Representative 3 Married 3067 6393 0 Y No 19 3 3 80 1 3 1 3 2 2 1 2
29.0 No Travel_Frequently 1404.0 Sales 20.0 3 Technical Degree 1 974 3 Female 84 3 1 Sales Representative 4 Married 2157 18203 1 Y No 15 3 2 80 1 3 5 3 3 1 0 2
42.0 No Travel_Rarely 1142.0 Research & Development 8.0 3 Life Sciences 1 1860 4 Male 81 3 1 Laboratory Technician 3 Single 3968 13624 4 Y No 13 3 4 80 0 8 3 3 0 0 0 0
36.0 No Travel_Rarely 1266.0 Sales 10.0 4 Technical Degree 1 1880 2 Female 63 2 2 Sales Executive 3 Married 5673 6060 1 Y Yes 13 3 1 80 1 10 4 3 10 9 1 7
42.0 Yes Travel_Frequently 481.0 Sales 12.0 3 Life Sciences 1 1167 3 Male 44 3 4 Sales Executive 1 Single 13758 2447 0 Y Yes 12 3 2 80 0 22 2 2 21 9 13 14
46.0 No Travel_Rarely 1402.0 Sales 2.0 3 Marketing 1 1204 3 Female 69 3 4 Manager 1 Married 17048 24097 8 Y No 23 4 1 80 0 28 2 3 26 15 15 9
39.0 No Travel_Rarely 722.0 Sales 24.0 1 Marketing 1 2056 2 Female 60 2 4 Sales Executive 4 Married 12031 8828 0 Y No 11 3 1 80 1 21 2 2 20 9 9 6
30.0 No Travel_Rarely 1358.0 Research & Development 24.0 1 Life Sciences 1 11 4 Male 67 3 1 Laboratory Technician 3 Divorced 2693 13335 1 Y No 22 4 2 80 1 1 2 3 1 0 0 0
36.0 No Travel_Rarely 172.0 Research & Development 4.0 4 Life Sciences 1 1435 1 Male 37 2 2 Laboratory Technician 4 Single 5810 22604 1 Y No 16 3 3 80 0 10 2 2 10 4 1 8
41.0 Yes Travel_Rarely 1085.0 Research & Development 2.0 4 Life Sciences 1 927 2 Female 57 1 1 Laboratory Technician 4 Divorced 2778 17725 4 Y Yes 13 3 3 80 1 10 1 2 7 7 1 0
22.0 No Non-Travel 457.0 Research & Development 26.0 2 Other 1 1605 2 Female 85 2 1 Research Scientist 3 Married 2814 10293 1 Y Yes 14 3 2 80 0 4 2 2 4 2 1 3
21.0 Yes Travel_Frequently 756.0 Sales 1.0 1 Technical Degree 1 478 1 Female 99 2 1 Sales Representative 2 Single 2174 9150 1 Y Yes 11 3 3 80 0 3 3 3 3 2 1 2
41.0 No Travel_Rarely 509.0 Research & Development 7.0 2 Technical Degree 1 1085 2 Female 43 4 1 Research Scientist 3 Married 3376 18863 1 Y No 13 3 3 80 0 10 3 3 10 6 0 8
NaN No Travel_Rarely 992.0 Research & Development 1.0 3 Medical 1 1564 4 Male 68 2 1 Laboratory Technician 1 Single 2450 21731 1 Y No 19 3 2 80 0 3 3 3 3 0 1 2
47.0 No Travel_Rarely 1482.0 Research & Development NaN 5 Life Sciences 1 447 4 Male 42 3 5 Research Director 3 Married 18300 16375 4 Y No 11 3 2 80 1 21 2 3 3 2 1 1
45.0 No Travel_Rarely NaN Research & Development 20.0 3 Medical 1 1460 2 Male 95 1 3 Healthcare Representative 1 Divorced 10851 19863 2 Y Yes 18 3 2 80 1 24 2 3 7 7 0 7
29.0 No Travel_Frequently 995.0 Research & Development 2.0 1 Life Sciences 1 1590 1 Male 87 3 2 Healthcare Representative 4 Divorced 8853 24483 1 Y No 19 3 4 80 1 6 0 4 6 4 1 3
NaN No Travel_Rarely 1167.0 Sales NaN 3 Other 1 2060 4 Female 30 2 1 Sales Representative 3 Single 2966 21378 0 Y No 18 3 4 80 0 5 2 3 4 2 0 0
51.0 No Travel_Rarely 833.0 Research & Development 1.0 3 Life Sciences 1 353 3 Male 96 3 1 Research Scientist 4 Married 2723 23231 1 Y No 11 3 2 80 0 1 0 2 1 0 0 0
34.0 No Travel_Frequently 735.0 Research & Development 22.0 4 Other 1 1932 3 Male 86 2 2 Research Scientist 4 Married 5747 26496 1 Y Yes 15 3 2 80 0 16 3 3 15 10 6 11
NaN No Travel_Rarely 755.0 Research & Development 9.0 4 Life Sciences 1 496 3 Male 97 2 2 Healthcare Representative 2 Single 6540 19394 9 Y No 19 3 3 80 0 10 5 3 1 1 0 0
40.0 Yes Travel_Rarely 676.0 Research & Development 9.0 4 Life Sciences 1 1534 4 Male 86 3 1 Laboratory Technician 1 Single 2018 21831 3 Y No 14 3 2 80 0 15 3 1 5 4 1 0
42.0 No Travel_Frequently 458.0 Research & Development 26.0 5 Medical 1 1242 1 Female 60 3 3 Research Director 1 Married 13191 23281 3 Y Yes 17 3 3 80 0 20 6 3 1 0 0 0
38.0 No Travel_Rarely 364.0 Research & Development NaN 5 Technical Degree 1 193 4 Female 32 3 2 Research Scientist 3 Single 4317 2302 3 Y Yes 20 4 2 80 0 19 2 3 3 2 2 2
24.0 Yes Travel_Rarely 693.0 Sales NaN 2 Life Sciences 1 720 1 Female 65 3 2 Sales Executive 3 Single 4577 24785 9 Y No 14 3 1 80 0 4 3 3 2 2 2 0
39.0 No Travel_Rarely 1462.0 Sales 6.0 3 Medical 1 1588 4 Male 38 4 3 Sales Executive 3 Married 8237 4658 2 Y No 11 3 1 80 1 11 3 3 7 6 7 6
40.0 No Travel_Rarely 329.0 Research & Development 1.0 4 Life Sciences 1 1361 2 Male 88 3 1 Laboratory Technician 2 Married 2387 6762 3 Y No 22 4 3 80 1 7 3 3 4 2 0 3
45.0 No Travel_Rarely 538.0 Research & Development 1.0 4 Technical Degree 1 1553 1 Male 66 3 3 Healthcare Representative 2 Divorced 7441 20933 1 Y No 12 3 1 80 3 10 4 3 10 8 7 7
40.0 No Travel_Rarely 1194.0 Research & Development 2.0 4 Medical 1 2051 3 Female 98 3 1 Research Scientist 3 Married 2001 12549 2 Y No 14 3 2 80 3 20 2 3 5 3 0 2
34.0 Yes Travel_Frequently 988.0 Human Resources 23.0 3 Human Resources 1 590 2 Female 43 3 3 Human Resources 1 Divorced 9950 11533 9 Y Yes 15 3 3 80 3 11 2 3 3 2 0 2
32.0 No Travel_Rarely 1018.0 Research & Development NaN 2 Life Sciences 1 727 3 Female 39 3 3 Research Director 4 Single 11159 19373 3 Y No 15 3 4 80 0 10 6 3 7 7 7 7
50.0 No Travel_Rarely 813.0 Research & Development 17.0 5 Life Sciences 1 1656 4 Female 50 2 3 Research Director 1 Divorced 13269 21981 5 Y No 15 3 3 80 3 19 3 3 14 11 1 11
37.0 No Travel_Frequently 319.0 Sales 4.0 4 Marketing 1 311 1 Male 41 3 1 Sales Representative 4 Divorced 2793 2539 4 Y No 17 3 3 80 1 13 2 3 9 8 5 8
29.0 Yes Travel_Frequently 337.0 Research & Development 14.0 1 Other 1 1421 3 Female 84 3 3 Healthcare Representative 4 Single 7553 22930 0 Y Yes 12 3 1 80 0 9 1 3 8 7 7 7
NaN No Travel_Frequently 944.0 Sales 1.0 3 Marketing 1 314 3 Female 92 3 3 Sales Executive 3 Single 8789 9096 1 Y No 14 3 1 80 0 10 3 4 10 7 0 8
31.0 No Travel_Frequently 1125.0 Sales 7.0 4 Marketing 1 1833 1 Female 68 3 3 Sales Executive 1 Married 9637 8277 2 Y No 14 3 4 80 2 9 3 3 3 2 2 2
38.0 No Travel_Rarely 1153.0 Research & Development 6.0 2 Other 1 1782 4 Female 40 2 1 Laboratory Technician 3 Married 3702 16376 1 Y No 11 3 2 80 1 5 3 3 5 4 0 4
27.0 No Travel_Frequently 1242.0 Sales 20.0 3 Life Sciences 1 293 4 Female 90 3 2 Sales Executive 3 Single 9981 12916 1 Y No 14 3 4 80 0 7 2 3 7 7 0 7
46.0 No Travel_Rarely 945.0 Human Resources NaN 2 Medical 1 103 2 Male 80 3 2 Human Resources 2 Divorced 5021 10425 8 Y Yes 22 4 4 80 1 16 2 3 4 2 0 2
41.0 No Travel_Rarely 933.0 Research & Development 9.0 4 Life Sciences 1 200 3 Male 94 3 1 Laboratory Technician 1 Married 2238 6961 2 Y No 21 4 4 80 1 7 2 3 5 0 1 4
40.0 No Travel_Rarely 1308.0 Research & Development 14.0 3 Medical 1 1128 3 Male 44 2 5 Research Director 3 Single 19626 17544 1 Y No 14 3 1 80 0 21 2 4 20 7 4 9
30.0 No Travel_Rarely 1329.0 Sales 29.0 4 Life Sciences 1 1211 3 Male 61 3 2 Sales Executive 1 Divorced 4115 13192 8 Y No 19 3 3 80 3 8 3 3 4 3 0 3
30.0 No Travel_Rarely 853.0 Research & Development 7.0 4 Life Sciences 1 1224 3 Male 49 3 2 Laboratory Technician 3 Divorced 3491 11309 1 Y No 13 3 1 80 3 10 4 2 10 7 8 9
34.0 No Travel_Rarely 546.0 Research & Development 10.0 3 Life Sciences 1 934 2 Male 83 3 1 Laboratory Technician 2 Divorced 2008 6896 1 Y No 14 3 2 80 2 1 3 3 1 0 1 0
40.0 No Travel_Rarely 118.0 Sales 14.0 2 Life Sciences 1 1598 4 Female 84 3 2 Sales Executive 1 Married 4639 11262 1 Y No 15 3 3 80 1 5 2 3 5 4 1 2
29.0 No Travel_Rarely 1090.0 Sales 10.0 3 Marketing 1 766 4 Male 83 3 1 Sales Representative 2 Divorced 2297 17967 1 Y No 14 3 4 80 2 2 2 3 2 2 2 2
46.0 No Travel_Rarely 1450.0 Research & Development 15.0 2 Life Sciences 1 1217 4 Male 52 3 5 Research Director 2 Married 19081 10849 5 Y No 11 3 1 80 1 25 2 3 4 2 0 3
41.0 No Travel_Rarely 802.0 Sales 9.0 1 Life Sciences 1 176 3 Male 96 3 3 Sales Executive 3 Divorced 8189 21196 3 Y Yes 13 3 3 80 1 12 2 3 9 7 0 7
39.0 No Non-Travel 1251.0 Sales 21.0 4 Life Sciences 1 1929 1 Female 32 1 2 Sales Executive 3 Married 5736 3987 6 Y No 19 3 3 80 1 10 1 3 3 2 1 2
29.0 No Travel_Frequently 490.0 Research & Development 10.0 3 Life Sciences 1 1143 4 Female 61 3 1 Research Scientist 2 Divorced 3291 17940 0 Y No 14 3 4 80 2 8 2 2 7 5 1 1
52.0 No Travel_Rarely 1490.0 Research & Development 4.0 2 Life Sciences 1 546 4 Female 30 3 4 Manager 4 Married 16555 10310 2 Y No 13 3 4 80 0 31 2 1 5 2 1 4
37.0 No Travel_Rarely 1439.0 Research & Development 4.0 1 Life Sciences 1 1394 3 Male 54 3 1 Research Scientist 3 Married 2996 5182 7 Y Yes 15 3 4 80 0 8 2 3 6 4 1 3
29.0 No Travel_Rarely 1176.0 Sales NaN 2 Medical 1 690 2 Female 62 3 2 Sales Executive 3 Married 5561 3487 1 Y No 14 3 1 80 1 6 5 2 6 0 1 2
44.0 No Travel_Rarely 528.0 Human Resources 1.0 3 Life Sciences 1 1683 3 Female 44 3 1 Human Resources 4 Divorced 3195 4167 4 Y Yes 18 3 1 80 3 8 2 3 2 2 2 2
45.0 Yes Travel_Frequently 306.0 Sales 26.0 4 Life Sciences 1 684 1 Female 100 3 2 Sales Executive 1 Married 4286 5630 2 Y No 14 3 4 80 2 5 4 3 1 1 0 0
NaN No Travel_Rarely NaN Sales 18.0 1 Life Sciences 1 1399 1 Male 93 4 2 Sales Executive 3 Married 6232 12477 2 Y No 11 3 2 80 0 6 3 2 3 2 1 2
47.0 No Travel_Frequently 1309.0 Sales 4.0 1 Medical 1 467 2 Male 99 3 2 Sales Representative 3 Single 2976 25751 3 Y No 19 3 1 80 0 5 3 3 0 0 0 0
37.0 No Travel_Rarely 1107.0 Research & Development 14.0 3 Life Sciences 1 515 4 Female 95 3 1 Laboratory Technician 1 Divorced 3034 26914 1 Y No 12 3 3 80 1 18 2 2 18 7 12 17
41.0 Yes Travel_Rarely 1102.0 Sales 1.0 2 Life Sciences 1 1 2 Female 94 3 2 Sales Executive 4 Single 5993 19479 8 Y Yes 11 3 1 80 0 8 0 1 6 4 0 5
57.0 No Travel_Rarely 593.0 Research & Development 1.0 4 Medical 1 482 4 Male 88 3 2 Healthcare Representative 3 Married 6755 2967 2 Y No 11 3 3 80 0 15 2 3 3 2 1 2
18.0 Yes Non-Travel 247.0 Research & Development 8.0 1 Medical 1 1156 3 Male 80 3 1 Laboratory Technician 3 Single 1904 13556 1 Y No 12 3 4 80 0 0 0 3 0 0 0 0
32.0 No Non-Travel 1146.0 Research & Development 15.0 4 Medical 1 1955 3 Female 34 3 2 Healthcare Representative 4 Divorced 6667 16542 5 Y No 18 3 2 80 1 9 6 3 5 1 1 2
NaN No Travel_Rarely 703.0 Sales 28.0 2 Marketing 1 641 1 Male 66 3 2 Sales Executive 2 Married 6272 7428 1 Y No 20 4 4 80 2 6 5 4 5 3 1 4
33.0 Yes Travel_Rarely 211.0 Sales 16.0 3 Life Sciences 1 1758 1 Female 74 3 3 Sales Executive 1 Single 8564 10092 2 Y Yes 20 4 3 80 0 11 2 2 0 0 0 0
NaN No Travel_Rarely 1142.0 Research & Development 23.0 4 Medical 1 75 3 Female 30 3 1 Laboratory Technician 1 Married 4014 16002 3 Y Yes 15 3 3 80 1 4 3 3 2 2 2 2
32.0 No Non-Travel 300.0 Research & Development 1.0 3 Life Sciences 1 882 4 Male 61 3 1 Laboratory Technician 4 Divorced 2314 9148 0 Y No 12 3 2 80 1 4 2 3 3 0 0 2
NaN Yes Travel_Rarely 303.0 Sales 27.0 3 Life Sciences 1 1797 3 Male 84 3 2 Sales Executive 4 Single 5813 13492 1 Y Yes 18 3 4 80 0 10 2 3 10 7 7 7
39.0 Yes Non-Travel 592.0 Research & Development 2.0 3 Life Sciences 1 1458 1 Female 54 2 1 Laboratory Technician 1 Single 3646 17181 2 Y Yes 23 4 2 80 0 11 2 4 1 0 0 0
58.0 Yes Travel_Rarely 601.0 Research & Development 7.0 4 Medical 1 1360 3 Female 53 2 3 Manufacturing Director 1 Married 10008 12023 7 Y Yes 14 3 4 80 0 31 0 2 10 9 5 9
36.0 No Travel_Frequently 1480.0 Research & Development NaN 2 Medical 1 238 4 Male 30 3 1 Laboratory Technician 2 Single 2088 15062 4 Y No 12 3 3 80 0 13 3 2 8 7 7 2
31.0 No Travel_Rarely 828.0 Sales 2.0 1 Life Sciences 1 604 2 Male 77 3 2 Sales Executive 4 Single 6582 8346 4 Y Yes 13 3 3 80 0 10 2 4 6 5 0 5
NaN No Travel_Rarely 841.0 Research & Development 6.0 3 Other 1 164 3 Female 46 2 1 Research Scientist 2 Married 2368 23300 1 Y No 19 3 3 80 0 5 3 2 5 4 4 3
39.0 Yes Travel_Rarely 360.0 Research & Development 23.0 3 Medical 1 1310 3 Male 93 3 1 Research Scientist 1 Single 3904 22154 0 Y No 13 3 1 80 0 6 2 3 5 2 0 3
27.0 No Travel_Rarely 608.0 Research & Development 1.0 2 Life Sciences 1 725 3 Female 68 3 3 Manufacturing Director 1 Married 7412 6009 1 Y No 11 3 4 80 0 9 3 3 9 7 0 7
44.0 Yes Travel_Rarely 1097.0 Research & Development 10.0 4 Life Sciences 1 1200 3 Male 96 3 1 Research Scientist 3 Single 2936 10826 1 Y Yes 11 3 3 80 0 6 4 3 6 4 0 2
45.0 No Travel_Rarely 974.0 Research & Development 1.0 4 Medical 1 996 4 Female 91 3 1 Laboratory Technician 4 Divorced 2270 11005 3 Y No 14 3 4 80 2 8 2 3 5 3 0 2
40.0 No Travel_Frequently 530.0 Research & Development 1.0 4 Life Sciences 1 119 3 Male 78 2 4 Healthcare Representative 2 Married 13503 14115 1 Y No 22 4 4 80 1 22 3 2 22 3 11 11
47.0 No Non-Travel 1162.0 Research & Development 1.0 1 Medical 1 2000 3 Female 98 3 3 Research Director 2 Married 11957 17231 0 Y No 18 3 1 80 2 14 3 1 13 8 5 12
34.0 No Travel_Rarely 629.0 Research & Development 27.0 2 Medical 1 247 4 Female 95 3 1 Research Scientist 2 Single 2311 5711 2 Y No 15 3 4 80 0 9 3 3 3 2 1 2
44.0 No Travel_Rarely 200.0 Research & Development 29.0 4 Other 1 1225 4 Male 32 3 2 Research Scientist 4 Single 4541 7744 1 Y No 25 4 2 80 0 20 3 3 20 11 13 17
36.0 No Travel_Frequently 607.0 Sales 7.0 3 Marketing 1 1362 1 Female 83 4 2 Sales Executive 1 Married 4639 2261 2 Y No 16 3 4 80 1 17 2 2 15 7 6 13
27.0 No Non-Travel 1277.0 Research & Development 8.0 5 Life Sciences 1 1094 1 Male 87 1 1 Laboratory Technician 3 Married 4621 5869 1 Y No 19 3 4 80 3 3 4 3 3 2 1 2
24.0 Yes Travel_Rarely 1448.0 Sales 1.0 1 Technical Degree 1 554 1 Female 62 3 1 Sales Representative 2 Single 3202 21972 1 Y Yes 16 3 2 80 0 6 4 3 5 3 1 4
39.0 No Travel_Frequently 505.0 Research & Development 2.0 4 Technical Degree 1 343 3 Female 64 3 3 Healthcare Representative 3 Single 10938 6420 0 Y No 25 4 4 80 0 20 1 3 19 6 11 8
36.0 Yes Travel_Rarely 318.0 Research & Development 9.0 3 Medical 1 90 4 Male 79 2 1 Research Scientist 3 Married 3388 21777 0 Y Yes 17 3 1 80 1 2 0 2 1 0 0 0
34.0 No Non-Travel 697.0 Research & Development NaN 4 Life Sciences 1 1115 3 Male 40 2 1 Research Scientist 4 Married 2979 22478 3 Y No 17 3 4 80 3 6 2 3 0 0 0 0
50.0 No Travel_Frequently 809.0 Sales 12.0 3 Marketing 1 174 3 Female 77 3 3 Sales Executive 4 Single 9208 6645 4 Y No 11 3 4 80 0 16 3 3 2 2 2 1
41.0 No Travel_Rarely 334.0 Sales 2.0 4 Life Sciences 1 410 4 Male 88 3 4 Manager 2 Single 16015 15896 1 Y No 19 3 2 80 0 22 2 3 22 10 0 4
31.0 Yes Travel_Rarely 330.0 Research & Development 22.0 4 Medical 1 1389 4 Male 98 3 2 Manufacturing Director 3 Married 6179 21057 1 Y Yes 15 3 4 80 2 10 3 2 10 2 6 7
39.0 No Travel_Frequently 672.0 Research & Development 7.0 2 Medical 1 444 3 Male 54 2 5 Manager 4 Married 19272 21141 1 Y No 15 3 1 80 1 21 2 3 21 9 13 3
44.0 No Travel_Rarely 1037.0 Research & Development 1.0 3 Medical 1 2020 2 Male 42 3 1 Research Scientist 4 Single 2436 13422 6 Y Yes 12 3 3 80 0 6 2 3 4 3 1 2
33.0 No Travel_Rarely 575.0 Research & Development 25.0 3 Life Sciences 1 1545 4 Male 44 2 2 Manufacturing Director 2 Single 4320 24152 1 Y No 13 3 4 80 0 5 2 3 5 3 0 2
33.0 No Travel_Rarely 1216.0 Sales 8.0 4 Marketing 1 677 3 Male 39 3 2 Sales Executive 3 Divorced 7104 20431 0 Y No 12 3 4 80 0 6 3 3 5 0 1 2
NaN No Travel_Rarely 1382.0 Sales 8.0 2 Other 1 2018 1 Female 85 3 2 Sales Executive 3 Divorced 4907 13684 0 Y Yes 22 4 2 80 1 6 3 2 5 3 0 4
37.0 No Travel_Rarely 367.0 Research & Development 25.0 2 Medical 1 1161 3 Female 52 2 2 Healthcare Representative 4 Divorced 5731 17171 7 Y No 13 3 3 80 2 9 2 3 6 2 1 3
37.0 No Travel_Rarely 921.0 Research & Development 10.0 3 Medical 1 486 3 Female 98 3 1 Laboratory Technician 1 Married 3452 17663 6 Y No 20 4 2 80 1 17 3 3 5 4 0 3
27.0 Yes Travel_Rarely 1420.0 Sales 2.0 1 Marketing 1 667 3 Male 85 3 1 Sales Representative 1 Divorced 3041 16346 0 Y No 11 3 2 80 1 5 3 3 4 3 0 2
NaN No Travel_Rarely 977.0 Research & Development 2.0 1 Other 1 1992 4 Male 57 3 1 Laboratory Technician 3 Divorced 3977 7298 6 Y Yes 19 3 3 80 1 7 2 2 2 2 0 2
30.0 No Travel_Rarely 570.0 Sales NaN 3 Marketing 1 456 4 Female 30 2 2 Sales Executive 3 Divorced 6118 5431 1 Y No 13 3 3 80 3 10 2 3 10 9 1 2
29.0 Yes Travel_Rarely 408.0 Research & Development 25.0 5 Technical Degree 1 565 3 Female 71 2 1 Research Scientist 2 Married 2546 18300 5 Y No 16 3 2 80 0 6 2 4 2 2 1 1
27.0 No Non-Travel 1450.0 Research & Development NaN 3 Medical 1 224 3 Male 79 2 1 Research Scientist 3 Divorced 2566 25326 1 Y Yes 15 3 4 80 1 1 2 2 1 1 0 1
44.0 No Travel_Rarely 477.0 Research & Development 7.0 4 Medical 1 36 1 Female 42 2 3 Healthcare Representative 4 Married 10248 2094 3 Y No 14 3 4 80 1 24 4 3 22 6 5 17
23.0 No Travel_Rarely 885.0 Research & Development 4.0 3 Medical 1 705 1 Male 58 4 1 Research Scientist 1 Married 2819 8544 2 Y No 16 3 1 80 1 5 3 4 3 2 0 2
43.0 No Non-Travel 1344.0 Research & Development 7.0 3 Medical 1 262 4 Male 37 4 1 Research Scientist 4 Divorced 2089 5228 4 Y No 14 3 4 80 3 7 3 4 5 4 2 2
29.0 Yes Travel_Rarely 806.0 Research & Development 7.0 3 Technical Degree 1 1299 2 Female 39 3 1 Laboratory Technician 3 Divorced 3339 17285 3 Y Yes 13 3 1 80 2 10 2 3 7 7 7 7
27.0 No Travel_Frequently 1131.0 Research & Development 15.0 3 Life Sciences 1 1870 4 Female 77 2 1 Research Scientist 1 Married 4774 23844 0 Y No 19 3 4 80 1 8 2 2 7 6 7 3
46.0 Yes Travel_Rarely 1254.0 Sales 10.0 3 Life Sciences 1 1869 3 Female 64 3 3 Sales Executive 2 Married 7314 14011 5 Y No 21 4 3 80 3 14 2 3 8 7 0 7
32.0 No Travel_Rarely 120.0 Research & Development 6.0 5 Life Sciences 1 231 3 Male 43 3 1 Research Scientist 3 Single 3038 12430 3 Y No 20 4 1 80 0 8 2 3 5 4 1 4
30.0 No Travel_Rarely 1339.0 Sales NaN 3 Life Sciences 1 228 2 Female 41 3 3 Sales Executive 4 Married 9419 8053 2 Y No 12 3 3 80 1 12 2 3 10 9 7 4
37.0 No Non-Travel 1252.0 Sales 19.0 2 Medical 1 904 1 Male 32 3 3 Sales Executive 2 Single 7642 4814 1 Y Yes 13 3 4 80 0 10 2 3 10 0 0 9
30.0 No Non-Travel 111.0 Research & Development 9.0 3 Medical 1 239 3 Male 66 3 2 Laboratory Technician 1 Divorced 3072 11012 1 Y No 11 3 3 80 2 12 4 3 12 9 6 10
38.0 No Travel_Rarely 243.0 Sales 7.0 4 Marketing 1 709 4 Female 46 2 2 Sales Executive 4 Single 4028 7791 0 Y No 20 4 1 80 0 8 2 3 7 7 0 5
33.0 No Travel_Rarely 392.0 Sales 2.0 4 Medical 1 1670 4 Male 93 3 2 Sales Executive 4 Divorced 5505 3921 1 Y No 14 3 3 80 2 6 5 3 6 2 0 4
NaN No Non-Travel 208.0 Research & Development 8.0 4 Life Sciences 1 1630 3 Female 52 3 2 Healthcare Representative 3 Married 4148 12250 1 Y No 12 3 4 80 1 15 5 3 14 11 2 9
NaN No Travel_Rarely 583.0 Research & Development 4.0 2 Life Sciences 1 1275 3 Male 53 3 1 Research Scientist 4 Single 2875 9973 1 Y Yes 20 4 2 80 0 8 2 2 8 5 2 2
43.0 No Travel_Frequently 1001.0 Research & Development 9.0 5 Medical 1 663 4 Male 72 3 2 Laboratory Technician 3 Divorced 5679 19627 3 Y Yes 13 3 2 80 1 10 3 3 8 7 4 7
32.0 No Travel_Rarely 548.0 Research & Development 1.0 3 Life Sciences 1 96 2 Male 66 3 2 Research Scientist 2 Married 6220 7346 1 Y No 17 3 2 80 2 10 3 3 10 4 0 9
31.0 No Travel_Rarely 741.0 Research & Development 2.0 4 Life Sciences 1 1721 2 Male 69 3 1 Laboratory Technician 3 Married 3477 18103 1 Y No 14 3 4 80 1 6 2 4 5 2 0 3
52.0 No Travel_Rarely 1325.0 Research & Development 11.0 4 Life Sciences 1 813 4 Female 82 3 2 Laboratory Technician 3 Married 3149 21821 8 Y No 20 4 2 80 1 9 3 3 5 2 1 4
44.0 No Travel_Rarely 1448.0 Sales 28.0 3 Medical 1 1039 4 Female 53 4 4 Sales Executive 4 Married 13320 11737 3 Y Yes 18 3 3 80 1 23 2 3 12 11 11 11
29.0 No Travel_Rarely 1086.0 Research & Development 7.0 1 Medical 1 912 1 Female 62 2 1 Laboratory Technician 4 Divorced 2532 6054 6 Y No 14 3 3 80 3 8 5 3 4 3 0 3
NaN Yes Travel_Rarely 1485.0 Research & Development 12.0 1 Life Sciences 1 1175 3 Female 79 3 1 Laboratory Technician 4 Married 2515 22955 1 Y Yes 11 3 4 80 0 1 4 2 1 1 0 0
33.0 Yes Travel_Rarely 813.0 Research & Development 14.0 3 Medical 1 325 3 Male 58 3 1 Laboratory Technician 4 Married 2436 22149 5 Y Yes 13 3 3 80 1 8 2 1 5 4 0 4
30.0 Yes Travel_Frequently 109.0 Research & Development NaN 3 Medical 1 1017 2 Female 60 3 1 Laboratory Technician 2 Single 2422 25725 0 Y No 17 3 1 80 0 4 3 3 3 2 1 2
30.0 Yes Travel_Rarely 1005.0 Research & Development NaN 3 Technical Degree 1 297 4 Female 88 3 1 Research Scientist 1 Single 2657 8556 5 Y Yes 11 3 3 80 0 8 5 3 5 2 0 4
NaN No Travel_Rarely 440.0 Research & Development 21.0 3 Medical 1 221 3 Male 42 3 1 Research Scientist 4 Married 2713 6672 1 Y No 11 3 3 80 1 5 2 1 5 2 0 2
31.0 Yes Travel_Rarely 542.0 Sales 20.0 3 Life Sciences 1 175 2 Female 71 1 2 Sales Executive 3 Married 4559 24788 3 Y Yes 11 3 3 80 1 4 2 3 2 2 2 2
21.0 No Travel_Rarely NaN Sales NaN 1 Medical 1 2021 3 Male 58 3 1 Sales Representative 1 Single 2380 25479 1 Y Yes 11 3 4 80 0 2 6 3 2 2 1 2
37.0 No Travel_Frequently 663.0 Research & Development 11.0 3 Other 1 306 2 Male 47 3 3 Research Director 4 Divorced 12185 10056 1 Y Yes 14 3 3 80 3 10 1 3 10 8 0 7
38.0 No Travel_Rarely 1495.0 Research & Development 4.0 2 Medical 1 1687 4 Female 87 3 1 Laboratory Technician 3 Married 3306 26176 7 Y No 19 3 4 80 1 7 5 2 0 0 0 0
NaN No Travel_Rarely 266.0 Research & Development 1.0 3 Medical 1 1303 4 Female 40 3 1 Research Scientist 2 Single 2096 18830 1 Y No 18 3 4 80 0 2 3 2 2 2 2 1
33.0 No Travel_Rarely 931.0 Research & Development 14.0 3 Medical 1 252 4 Female 72 3 1 Research Scientist 2 Married 2756 4673 1 Y No 13 3 4 80 1 8 5 3 8 7 1 6
27.0 No Travel_Rarely 1240.0 Research & Development 2.0 4 Life Sciences 1 54 4 Female 33 3 1 Laboratory Technician 1 Divorced 2341 19715 1 Y No 13 3 4 80 1 1 6 3 1 0 0 0
32.0 No Travel_Rarely 498.0 Research & Development NaN 4 Medical 1 966 3 Female 93 3 2 Manufacturing Director 1 Married 6725 13554 1 Y No 12 3 3 80 1 8 2 4 8 7 6 3
NaN No Travel_Rarely 1280.0 Research & Development 7.0 1 Medical 1 143 4 Male 64 2 1 Research Scientist 4 Married 2889 26897 1 Y No 11 3 3 80 2 2 2 3 2 2 2 1
36.0 No Travel_Rarely 852.0 Research & Development NaN 4 Life Sciences 1 51 2 Female 82 2 1 Research Scientist 1 Married 3419 13072 9 Y Yes 14 3 4 80 1 6 3 4 1 1 0 0
55.0 Yes Travel_Rarely 725.0 Research & Development 2.0 3 Medical 1 787 4 Male 78 3 5 Manager 1 Married 19859 21199 5 Y Yes 13 3 4 80 1 24 2 3 5 2 1 4
42.0 No Non-Travel 355.0 Research & Development 10.0 4 Technical Degree 1 1854 3 Male 38 3 1 Research Scientist 3 Married 2936 6161 3 Y No 22 4 2 80 2 10 1 2 6 3 3 3
22.0 Yes Travel_Rarely 391.0 Research & Development 7.0 1 Life Sciences 1 1878 4 Male 75 3 1 Research Scientist 2 Single 2472 26092 1 Y Yes 23 4 1 80 0 1 2 3 1 0 0 0
30.0 No Travel_Rarely 911.0 Research & Development 1.0 2 Medical 1 1989 4 Male 76 3 1 Laboratory Technician 2 Married 3748 4077 1 Y No 13 3 3 80 0 12 6 2 12 8 1 7
NaN No Travel_Rarely 538.0 Research & Development 25.0 2 Other 1 652 1 Male 54 2 2 Laboratory Technician 4 Single 3681 14004 4 Y No 14 3 4 80 0 9 3 3 3 2 0 2
52.0 No Travel_Rarely 956.0 Research & Development 6.0 2 Technical Degree 1 630 4 Male 78 3 2 Research Scientist 1 Divorced 5577 22087 3 Y Yes 12 3 2 80 2 18 3 3 10 9 6 9
54.0 No Travel_Frequently 966.0 Research & Development 1.0 4 Life Sciences 1 1245 4 Female 53 3 3 Manufacturing Director 3 Divorced 10502 9659 7 Y No 17 3 1 80 1 33 2 1 5 4 1 4
52.0 Yes Travel_Rarely 1030.0 Sales NaN 3 Life Sciences 1 1319 2 Male 64 3 3 Sales Executive 2 Single 8446 21534 9 Y Yes 19 3 3 80 0 10 2 2 8 7 7 7
34.0 Yes Travel_Rarely 699.0 Research & Development 6.0 1 Medical 1 31 2 Male 83 3 1 Research Scientist 1 Single 2960 17102 2 Y No 11 3 3 80 0 8 2 3 4 2 1 3
55.0 No Travel_Rarely 189.0 Human Resources 26.0 4 Human Resources 1 1973 3 Male 71 4 5 Manager 2 Married 19636 25811 4 Y Yes 18 3 1 80 1 35 0 3 10 9 1 4
42.0 No Travel_Rarely 1147.0 Human Resources 10.0 3 Human Resources 1 1408 3 Female 31 3 4 Manager 1 Married 16799 16616 0 Y No 14 3 3 80 1 21 5 3 20 7 0 9
NaN No Travel_Frequently 664.0 Research & Development 1.0 3 Medical 1 88 2 Male 79 3 1 Research Scientist 1 Married 2194 5868 4 Y No 13 3 4 80 1 5 2 2 3 2 1 2
40.0 No Travel_Rarely 107.0 Sales 10.0 3 Technical Degree 1 1239 2 Female 84 2 2 Sales Executive 2 Divorced 6852 11591 7 Y No 12 3 2 80 1 7 2 4 5 1 1 3
31.0 No Travel_Frequently 163.0 Research & Development 24.0 1 Technical Degree 1 1736 4 Female 30 3 2 Manufacturing Director 4 Single 5238 6670 2 Y No 20 4 4 80 0 9 3 2 5 4 1 4
41.0 Yes Travel_Frequently 143.0 Sales 4.0 3 Marketing 1 488 1 Male 56 3 2 Sales Executive 2 Single 9355 9558 1 Y No 18 3 3 80 0 8 5 3 8 7 7 7
NaN No Travel_Rarely 991.0 Research & Development 6.0 3 Life Sciences 1 686 3 Female 71 3 1 Laboratory Technician 4 Married 2659 17759 1 Y Yes 13 3 3 80 1 3 2 3 3 2 0 2
32.0 No Non-Travel 862.0 Sales 2.0 1 Life Sciences 1 1190 3 Female 76 3 1 Sales Representative 1 Divorced 2827 14947 1 Y No 12 3 3 80 3 1 3 3 1 0 0 0
38.0 No Non-Travel 1336.0 Human Resources 2.0 3 Human Resources 1 1805 1 Male 100 3 1 Human Resources 2 Divorced 2592 7129 5 Y No 13 3 4 80 3 13 3 3 11 10 3 8
22.0 No Travel_Rarely 253.0 Research & Development 11.0 3 Medical 1 511 1 Female 43 3 1 Research Scientist 2 Married 2244 24440 1 Y No 13 3 4 80 1 2 1 3 2 1 1 2
22.0 No Travel_Rarely 217.0 Research & Development 8.0 1 Life Sciences 1 1019 2 Male 94 1 1 Laboratory Technician 1 Married 2451 6881 1 Y No 15 3 1 80 1 4 3 2 4 3 1 1
27.0 No Travel_Rarely 1134.0 Research & Development 16.0 4 Technical Degree 1 1001 3 Female 37 3 1 Laboratory Technician 2 Married 2811 12086 9 Y No 14 3 2 80 1 4 2 3 2 2 2 2
38.0 No Travel_Rarely 723.0 Sales 2.0 4 Marketing 1 1835 2 Female 77 1 2 Sales Representative 4 Married 5405 4244 2 Y Yes 20 4 1 80 2 20 4 2 4 2 0 3
29.0 No Travel_Rarely 232.0 Research & Development 19.0 3 Technical Degree 1 611 4 Male 34 3 2 Manufacturing Director 4 Divorced 4262 22645 4 Y No 12 3 2 80 2 8 2 4 3 2 1 2
NaN Yes Travel_Rarely 529.0 Research & Development 2.0 4 Life Sciences 1 364 1 Male 79 3 1 Laboratory Technician 3 Single 3485 14935 2 Y No 11 3 3 80 0 5 5 1 0 0 0 0
31.0 No Travel_Rarely 746.0 Research & Development 8.0 4 Life Sciences 1 98 3 Female 61 3 2 Manufacturing Director 4 Single 4424 20682 1 Y No 23 4 4 80 0 11 2 3 11 7 1 8
55.0 No Non-Travel 177.0 Research & Development 8.0 1 Medical 1 1278 4 Male 37 2 4 Healthcare Representative 2 Divorced 13577 25592 1 Y Yes 15 3 4 80 1 34 3 3 33 9 15 0
59.0 No Travel_Rarely 818.0 Human Resources 6.0 2 Medical 1 321 2 Male 52 3 1 Human Resources 3 Married 2267 25657 8 Y No 17 3 4 80 0 7 2 2 2 2 2 2
48.0 No Travel_Rarely 163.0 Sales 2.0 5 Marketing 1 595 2 Female 37 3 2 Sales Executive 4 Married 4051 19658 2 Y No 14 3 1 80 1 14 2 3 9 7 6 7
43.0 No Travel_Frequently 313.0 Research & Development 21.0 3 Medical 1 525 4 Male 61 3 1 Laboratory Technician 4 Married 2258 15238 7 Y No 20 4 1 80 1 8 1 3 3 2 1 2
NaN No Travel_Rarely 950.0 Research & Development 7.0 3 Other 1 845 3 Male 59 3 3 Manufacturing Director 3 Single 10221 18869 3 Y No 21 4 2 80 0 17 3 4 8 5 1 6
33.0 No Travel_Rarely 134.0 Research & Development 2.0 3 Life Sciences 1 242 3 Male 90 3 1 Research Scientist 4 Single 2500 10515 0 Y No 14 3 1 80 0 4 2 4 3 1 0 2
53.0 No Travel_Rarely 1219.0 Sales 2.0 4 Life Sciences 1 23 1 Female 78 2 4 Manager 4 Married 15427 22021 2 Y No 16 3 3 80 0 31 3 3 25 8 3 7
46.0 No Non-Travel 849.0 Sales 26.0 2 Life Sciences 1 1801 2 Male 98 2 2 Sales Executive 2 Single 7991 25166 8 Y No 15 3 3 80 0 6 3 3 2 2 2 2
31.0 No Travel_Rarely 1398.0 Human Resources 8.0 2 Medical 1 1461 4 Female 96 4 1 Human Resources 2 Single 2109 24609 9 Y No 18 3 4 80 0 8 3 3 3 2 0 2
38.0 No Travel_Rarely 343.0 Research & Development 15.0 2 Life Sciences 1 461 3 Male 92 2 3 Research Director 4 Divorced 11510 15682 0 Y Yes 14 3 2 80 1 12 3 3 11 10 2 9
55.0 No Travel_Rarely 1136.0 Research & Development 1.0 4 Medical 1 1424 2 Male 81 4 4 Research Director 4 Divorced 14732 12414 2 Y No 13 3 4 80 2 31 4 4 7 7 0 0
60.0 No Travel_Rarely 696.0 Sales 7.0 4 Marketing 1 1233 2 Male 52 4 2 Sales Executive 4 Divorced 5220 10893 0 Y Yes 18 3 2 80 1 12 3 3 11 7 1 9
58.0 Yes Travel_Rarely 286.0 Research & Development 2.0 4 Life Sciences 1 825 4 Male 31 3 5 Research Director 2 Single 19246 25761 7 Y Yes 12 3 4 80 0 40 2 3 31 15 13 8
38.0 No Travel_Frequently NaN Research & Development 29.0 5 Life Sciences 1 79 4 Female 50 3 2 Laboratory Technician 4 Single 2406 5456 1 Y No 11 3 4 80 0 10 2 3 10 3 9 9
46.0 No Travel_Rarely 1277.0 Sales 2.0 3 Life Sciences 1 1732 3 Male 74 3 3 Sales Executive 4 Divorced 10368 5596 4 Y Yes 12 3 2 80 1 13 5 2 10 6 0 3
NaN No Travel_Rarely 1158.0 Research & Development 9.0 3 Medical 1 377 4 Male 94 3 1 Research Scientist 4 Married 2070 2613 1 Y No 23 4 4 80 1 5 3 2 5 2 0 4
56.0 Yes Travel_Rarely 310.0 Research & Development 7.0 2 Technical Degree 1 2032 4 Male 72 3 1 Laboratory Technician 3 Married 2339 3666 8 Y No 11 3 4 80 1 14 4 1 10 9 9 8
33.0 No Travel_Frequently 1146.0 Sales 25.0 3 Medical 1 1220 2 Female 82 3 2 Sales Executive 3 Married 4539 4905 1 Y No 12 3 1 80 1 10 3 2 10 7 0 1
40.0 No Non-Travel 1142.0 Research & Development 8.0 2 Life Sciences 1 1552 4 Male 72 3 2 Healthcare Representative 4 Divorced 4069 8841 3 Y Yes 18 3 3 80 0 8 2 3 2 2 2 2
27.0 Yes Travel_Frequently 1337.0 Human Resources 22.0 3 Human Resources 1 1944 1 Female 58 2 1 Human Resources 2 Married 2863 19555 1 Y No 12 3 1 80 0 1 2 3 1 0 0 0
NaN No Travel_Frequently 1479.0 Research & Development 1.0 3 Life Sciences 1 384 3 Female 84 3 2 Manufacturing Director 2 Divorced 6397 26767 1 Y No 20 4 1 80 1 6 6 1 6 5 1 4
NaN No Non-Travel 1180.0 Research & Development 2.0 2 Medical 1 1804 2 Male 90 3 2 Manufacturing Director 4 Divorced 5762 24442 2 Y No 14 3 3 80 1 15 6 3 7 7 1 7
33.0 No Travel_Rarely 1069.0 Research & Development 1.0 3 Life Sciences 1 969 2 Female 42 2 2 Healthcare Representative 4 Single 6949 12291 0 Y No 14 3 1 80 0 6 3 3 5 0 1 4
40.0 Yes Travel_Rarely 575.0 Sales 22.0 2 Marketing 1 492 3 Male 68 2 2 Sales Executive 3 Married 6380 6110 2 Y Yes 12 3 1 80 2 8 6 3 6 4 1 0
34.0 Yes Non-Travel 967.0 Research & Development 16.0 4 Technical Degree 1 1905 4 Male 85 1 1 Research Scientist 1 Married 2307 14460 1 Y Yes 23 4 2 80 1 5 2 3 5 2 3 0
50.0 Yes Travel_Rarely 869.0 Sales NaN 2 Marketing 1 47 1 Male 86 2 1 Sales Representative 3 Married 2683 3810 1 Y Yes 14 3 3 80 0 3 2 3 3 2 0 2
48.0 No Travel_Rarely 277.0 Research & Development 6.0 3 Life Sciences 1 1022 1 Male 97 2 2 Healthcare Representative 3 Single 4240 13119 2 Y No 13 3 4 80 0 19 0 3 2 2 2 2
54.0 No Travel_Rarely 431.0 Research & Development 7.0 4 Medical 1 1830 4 Female 68 3 2 Research Scientist 4 Married 6854 15696 4 Y No 15 3 2 80 1 14 2 2 7 1 1 7
20.0 Yes Travel_Rarely 500.0 Sales 2.0 3 Medical 1 922 3 Female 49 2 1 Sales Representative 3 Single 2044 22052 1 Y No 13 3 4 80 0 2 3 2 2 2 0 2
43.0 No Non-Travel 343.0 Research & Development 9.0 3 Life Sciences 1 1813 1 Male 52 3 1 Research Scientist 3 Single 2438 24978 4 Y No 13 3 3 80 0 7 2 2 3 2 1 2
29.0 No Travel_Rarely 726.0 Research & Development 29.0 1 Life Sciences 1 1859 4 Male 93 1 2 Healthcare Representative 3 Divorced 6384 21143 8 Y No 17 3 4 80 2 11 3 3 7 0 1 6
34.0 No Non-Travel 999.0 Research & Development 26.0 1 Technical Degree 1 1374 1 Female 92 2 1 Research Scientist 3 Divorced 2029 15891 1 Y No 20 4 3 80 3 5 2 3 5 4 0 0
42.0 Yes Travel_Frequently 933.0 Research & Development 19.0 3 Medical 1 752 3 Male 57 4 1 Research Scientist 3 Divorced 2759 20366 6 Y Yes 12 3 4 80 0 7 2 3 2 2 2 2
27.0 No Travel_Rarely 486.0 Research & Development 8.0 3 Medical 1 1647 2 Female 86 4 1 Research Scientist 3 Married 3517 22490 7 Y No 17 3 1 80 0 5 0 3 3 2 0 2
19.0 Yes Travel_Rarely 419.0 Sales 21.0 3 Other 1 959 4 Male 37 2 1 Sales Representative 2 Single 2121 9947 1 Y Yes 13 3 2 80 0 1 3 4 1 0 0 0
39.0 No Travel_Rarely 466.0 Research & Development 1.0 1 Life Sciences 1 1026 4 Female 65 2 4 Manufacturing Director 4 Married 12742 7060 1 Y No 16 3 3 80 1 21 3 3 21 6 11 8
27.0 No Travel_Rarely NaN Research & Development 9.0 3 Medical 1 260 4 Female 99 3 1 Research Scientist 2 Single 2279 11781 1 Y No 16 3 4 80 0 7 2 2 7 7 0 3
59.0 No Travel_Rarely 1429.0 Research & Development 18.0 4 Medical 1 1283 4 Male 67 3 3 Manufacturing Director 4 Single 10512 20002 6 Y No 12 3 4 80 0 25 6 2 9 7 5 4
31.0 No Travel_Rarely 688.0 Sales 7.0 3 Life Sciences 1 613 3 Male 44 2 3 Manager 4 Divorced 11557 25291 9 Y No 21 4 3 80 1 10 3 2 5 4 0 1
NaN No Travel_Rarely 1179.0 Research & Development 19.0 4 Medical 1 1216 4 Male 78 2 1 Laboratory Technician 1 Married 3196 12449 1 Y No 12 3 3 80 3 6 2 3 6 5 3 3
34.0 No Non-Travel 1381.0 Sales 4.0 4 Marketing 1 523 3 Female 72 3 2 Sales Executive 3 Married 6538 12740 9 Y No 15 3 1 80 1 6 3 3 3 2 1 2
31.0 No Travel_Rarely 154.0 Sales 7.0 4 Life Sciences 1 941 2 Male 41 2 1 Sales Representative 3 Married 2329 11737 3 Y No 15 3 2 80 0 13 2 4 7 7 5 2
53.0 No Travel_Frequently 124.0 Sales 2.0 3 Marketing 1 1050 3 Female 38 2 3 Sales Executive 2 Married 7525 23537 2 Y No 12 3 1 80 1 30 2 3 15 7 6 12
41.0 No Travel_Rarely 582.0 Research & Development 28.0 4 Life Sciences 1 2034 1 Female 60 2 4 Manufacturing Director 2 Married 13570 5640 0 Y No 23 4 3 80 1 21 3 3 20 7 0 10
54.0 No Travel_Rarely 1441.0 Research & Development 17.0 3 Technical Degree 1 1013 3 Female 56 3 3 Manufacturing Director 3 Married 10739 13943 8 Y No 11 3 3 80 1 22 2 3 10 7 0 8
30.0 No Non-Travel 1400.0 Research & Development NaN 3 Life Sciences 1 562 3 Male 53 3 1 Laboratory Technician 4 Married 2097 16734 4 Y No 15 3 3 80 1 9 3 1 5 3 1 4
49.0 No Travel_Rarely 1261.0 Research & Development 7.0 3 Other 1 499 2 Male 31 2 3 Healthcare Representative 3 Single 10965 12066 8 Y No 24 4 3 80 0 26 2 3 5 2 0 0
46.0 No Travel_Rarely 1485.0 Research & Development 18.0 3 Medical 1 550 3 Female 87 3 2 Manufacturing Director 3 Divorced 4810 26314 2 Y No 14 3 3 80 1 19 5 2 10 7 0 8
36.0 No Travel_Rarely 132.0 Research & Development 6.0 3 Life Sciences 1 97 2 Female 55 4 1 Laboratory Technician 4 Married 3038 22002 3 Y No 12 3 2 80 0 5 3 3 1 0 0 0
32.0 Yes Travel_Frequently 238.0 Research & Development NaN 2 Life Sciences 1 1939 1 Female 47 4 1 Research Scientist 3 Single 2432 15318 3 Y Yes 14 3 1 80 0 8 2 3 4 1 0 3
27.0 No Travel_Rarely NaN Research & Development 19.0 3 Other 1 1619 4 Male 67 2 1 Laboratory Technician 1 Divorced 4066 16290 1 Y No 11 3 1 80 2 7 3 3 7 7 0 7
32.0 No Travel_Rarely 646.0 Research & Development 9.0 4 Life Sciences 1 679 1 Female 92 3 2 Research Scientist 4 Married 6322 18089 1 Y Yes 12 3 4 80 1 6 2 2 6 4 0 5
29.0 No Travel_Rarely 718.0 Research & Development 8.0 1 Medical 1 1150 2 Male 79 2 2 Manufacturing Director 4 Married 5056 17689 1 Y Yes 15 3 3 80 1 10 2 2 10 7 1 2
37.0 No Travel_Rarely 290.0 Research & Development 21.0 3 Life Sciences 1 267 2 Male 65 4 1 Research Scientist 1 Married 3564 22977 1 Y Yes 12 3 1 80 1 8 3 2 8 7 1 7
NaN No Travel_Rarely 1349.0 Research & Development 7.0 2 Life Sciences 1 1601 3 Male 63 2 1 Laboratory Technician 4 Married 2690 7713 1 Y No 18 3 4 80 1 1 5 2 1 0 0 1
51.0 No Travel_Rarely 1318.0 Sales 26.0 4 Marketing 1 851 1 Female 66 3 4 Manager 3 Married 16307 5594 2 Y No 14 3 3 80 1 29 2 2 20 6 4 17
34.0 No Travel_Rarely 1031.0 Research & Development 6.0 4 Life Sciences 1 151 3 Female 45 2 2 Research Scientist 2 Divorced 4505 15000 6 Y No 15 3 3 80 1 12 3 3 1 0 0 0
40.0 No Travel_Rarely 1398.0 Sales 2.0 4 Life Sciences 1 558 3 Female 79 3 5 Manager 3 Married 18041 13022 0 Y No 14 3 4 80 0 21 2 3 20 15 1 12
38.0 No Travel_Frequently 1444.0 Human Resources 1.0 4 Other 1 1972 4 Male 88 3 1 Human Resources 2 Married 2991 5224 0 Y Yes 11 3 2 80 1 7 2 3 6 2 1 2
48.0 No Travel_Rarely 855.0 Research & Development 4.0 3 Life Sciences 1 1363 4 Male 54 3 3 Manufacturing Director 4 Single 7898 18706 1 Y No 11 3 3 80 0 11 2 3 10 9 0 8
42.0 No Travel_Rarely 933.0 Research & Development 29.0 3 Life Sciences 1 836 2 Male 98 3 2 Manufacturing Director 2 Married 4434 11806 1 Y No 13 3 4 80 1 10 3 2 9 8 7 8
31.0 No Non-Travel 697.0 Research & Development 10.0 3 Medical 1 1979 3 Female 40 3 3 Research Director 3 Married 11031 26862 4 Y No 20 4 3 80 1 13 2 4 11 7 4 8
46.0 Yes Travel_Rarely 669.0 Sales 9.0 2 Medical 1 118 3 Male 64 2 3 Sales Executive 4 Single 9619 13596 1 Y No 16 3 4 80 0 9 3 3 9 8 4 7
NaN No Travel_Frequently 636.0 Research & Development 4.0 4 Other 1 1185 4 Male 47 2 1 Laboratory Technician 4 Married 2376 26537 1 Y No 13 3 2 80 1 2 2 4 2 2 2 2
29.0 Yes Travel_Frequently 746.0 Sales 24.0 3 Technical Degree 1 1928 3 Male 45 4 1 Sales Representative 1 Single 1091 10642 1 Y No 17 3 4 80 0 1 3 3 1 0 0 0
42.0 No Non-Travel 335.0 Research & Development 23.0 2 Life Sciences 1 1976 4 Male 37 2 2 Research Scientist 3 Single 4332 14811 1 Y No 12 3 4 80 0 20 2 3 20 9 3 7
39.0 No Travel_Frequently 945.0 Research & Development 22.0 3 Medical 1 1043 4 Female 82 3 3 Manufacturing Director 1 Single 10880 5083 1 Y Yes 13 3 3 80 0 21 2 3 21 6 2 8
22.0 No Travel_Rarely 604.0 Research & Development 6.0 1 Medical 1 675 1 Male 69 3 1 Research Scientist 3 Married 2773 12145 0 Y No 20 4 4 80 0 3 3 3 2 2 2 2
29.0 No Travel_Rarely 153.0 Research & Development 15.0 2 Life Sciences 1 15 4 Female 49 2 2 Laboratory Technician 3 Single 4193 12682 0 Y Yes 12 3 4 80 0 10 3 3 9 5 0 8
43.0 No Travel_Rarely 1473.0 Research & Development 8.0 4 Other 1 526 3 Female 74 3 2 Healthcare Representative 3 Divorced 4522 2227 4 Y Yes 14 3 4 80 0 8 3 3 5 2 0 2
NaN No Travel_Frequently 496.0 Research & Development 11.0 2 Medical 1 390 1 Male 60 3 2 Healthcare Representative 1 Married 4741 22722 1 Y Yes 13 3 3 80 1 5 3 3 5 3 3 3
31.0 No Travel_Rarely 616.0 Research & Development 12.0 3 Medical 1 961 4 Female 41 3 2 Healthcare Representative 4 Married 5855 17369 0 Y Yes 11 3 3 80 2 10 2 1 9 7 8 5
32.0 Yes Travel_Rarely 1259.0 Research & Development 2.0 4 Life Sciences 1 1692 4 Male 95 3 1 Laboratory Technician 2 Single 1393 24852 1 Y No 12 3 1 80 0 1 2 3 1 0 0 0
38.0 No Travel_Rarely 1206.0 Research & Development 9.0 2 Life Sciences 1 1940 2 Male 71 3 1 Research Scientist 4 Divorced 4771 14293 2 Y No 19 3 4 80 2 10 0 4 5 2 0 3
20.0 Yes Travel_Rarely 129.0 Research & Development 4.0 3 Technical Degree 1 960 1 Male 84 3 1 Laboratory Technician 1 Single 2973 13008 1 Y No 19 3 2 80 0 1 2 3 1 0 0 0
56.0 No Travel_Rarely 718.0 Research & Development 4.0 4 Technical Degree 1 1191 4 Female 92 3 5 Manager 1 Divorced 19943 18575 4 Y No 13 3 4 80 1 28 2 3 5 2 4 2
34.0 No Travel_Frequently 303.0 Sales 2.0 4 Marketing 1 216 3 Female 75 3 1 Sales Representative 3 Married 2231 11314 6 Y No 18 3 4 80 1 6 3 3 4 3 1 2
31.0 No Travel_Rarely 1332.0 Research & Development 11.0 2 Medical 1 1251 3 Male 80 3 2 Healthcare Representative 1 Married 6833 17089 1 Y Yes 12 3 4 80 0 6 2 2 6 5 0 1
48.0 No Travel_Frequently 365.0 Research & Development 4.0 5 Medical 1 1644 3 Male 89 2 4 Manager 4 Married 15202 5602 2 Y No 25 4 2 80 1 23 3 3 2 2 2 2
40.0 No Travel_Rarely 1416.0 Research & Development 2.0 2 Medical 1 352 1 Male 49 3 5 Research Director 3 Divorced 19436 5949 0 Y No 19 3 4 80 1 22 5 3 21 7 3 9
40.0 No Travel_Rarely 1124.0 Sales 1.0 2 Medical 1 453 2 Male 57 1 2 Sales Executive 4 Married 7457 13273 2 Y Yes 22 4 3 80 3 6 2 2 4 3 0 2
NaN No Travel_Rarely 682.0 Sales 18.0 4 Medical 1 1945 2 Male 71 3 2 Sales Executive 1 Married 5561 15975 0 Y No 16 3 4 80 1 6 2 1 5 3 0 4
34.0 Yes Travel_Rarely 1107.0 Human Resources 9.0 4 Technical Degree 1 1467 1 Female 52 3 1 Human Resources 3 Married 2742 3072 1 Y No 15 3 4 80 0 2 0 3 2 2 2 2
NaN No Non-Travel 727.0 Research & Development NaN 3 Life Sciences 1 704 3 Male 41 2 1 Laboratory Technician 3 Married 1281 16900 1 Y No 18 3 3 80 2 1 3 3 1 0 0 0
34.0 No Travel_Frequently 560.0 Research & Development 1.0 4 Other 1 1431 4 Male 91 3 1 Research Scientist 1 Divorced 2996 20284 5 Y No 14 3 3 80 2 10 2 3 4 3 1 3
40.0 No Travel_Rarely 300.0 Sales 26.0 3 Marketing 1 1066 3 Male 74 3 2 Sales Executive 1 Married 8396 22217 1 Y No 14 3 2 80 1 8 3 2 7 7 7 5
34.0 Yes Travel_Frequently 234.0 Research & Development 9.0 4 Life Sciences 1 1807 4 Male 93 3 2 Laboratory Technician 1 Married 5346 6208 4 Y No 17 3 3 80 1 11 3 2 7 1 0 7
36.0 Yes Travel_Rarely 660.0 Research & Development 15.0 3 Other 1 1052 1 Male 81 3 2 Laboratory Technician 3 Divorced 4834 7858 7 Y No 14 3 2 80 1 9 3 2 1 0 0 0
46.0 No Travel_Rarely 228.0 Sales NaN 3 Life Sciences 1 1527 3 Female 51 3 4 Manager 2 Married 16606 11380 8 Y No 12 3 4 80 1 23 2 4 13 12 5 1
27.0 No Travel_Frequently 1410.0 Sales NaN 1 Medical 1 714 4 Female 71 4 2 Sales Executive 4 Divorced 4647 16673 1 Y Yes 20 4 2 80 2 6 3 3 6 5 0 4
34.0 No Travel_Rarely 419.0 Research & Development 7.0 4 Life Sciences 1 28 1 Female 53 3 3 Research Director 2 Single 11994 21293 0 Y No 11 3 3 80 0 13 4 3 12 6 2 11
42.0 No Travel_Rarely 1332.0 Research & Development 2.0 4 Other 1 477 1 Male 98 2 2 Healthcare Representative 4 Single 6781 17078 3 Y No 23 4 2 80 0 14 6 3 1 0 0 0
30.0 Yes Travel_Frequently 600.0 Human Resources 8.0 3 Human Resources 1 1747 3 Female 66 2 1 Human Resources 4 Divorced 2180 9732 6 Y No 11 3 3 80 1 6 0 2 4 2 1 2
37.0 No Travel_Rarely 1192.0 Research & Development NaN 2 Medical 1 460 4 Male 61 3 2 Manufacturing Director 4 Divorced 6347 23177 7 Y No 16 3 3 80 2 8 2 2 6 2 0 4
54.0 No Travel_Rarely 548.0 Research & Development 8.0 4 Life Sciences 1 578 3 Female 42 3 2 Laboratory Technician 3 Single 3780 23428 7 Y No 11 3 3 80 0 19 3 3 1 0 0 0
49.0 No Travel_Rarely 1245.0 Research & Development 18.0 4 Life Sciences 1 638 4 Male 58 2 5 Research Director 3 Divorced 19502 2125 1 Y Yes 17 3 3 80 1 31 5 3 31 9 0 9
29.0 Yes Travel_Rarely 992.0 Research & Development 1.0 3 Technical Degree 1 300 3 Male 85 3 1 Research Scientist 3 Single 2058 19757 0 Y No 14 3 4 80 0 7 1 2 6 2 1 5
NaN Yes Travel_Frequently 599.0 Sales 24.0 1 Life Sciences 1 1273 3 Male 73 1 1 Sales Representative 4 Single 1118 8040 1 Y Yes 14 3 4 80 0 1 4 3 1 0 1 0
38.0 No Travel_Frequently 1394.0 Research & Development 8.0 3 Medical 1 1937 4 Female 58 2 2 Research Scientist 2 Divorced 2133 18115 1 Y Yes 16 3 3 80 1 20 3 3 20 11 0 7
36.0 No Travel_Rarely 1174.0 Sales NaN 4 Marketing 1 1425 1 Female 99 3 2 Sales Executive 2 Single 9278 20763 3 Y Yes 16 3 4 80 0 15 3 3 5 4 0 1
39.0 No Travel_Rarely 116.0 Research & Development 24.0 1 Life Sciences 1 2014 1 Male 52 3 2 Research Scientist 4 Single 4108 5340 7 Y No 13 3 1 80 0 18 2 3 7 7 1 7
46.0 No Travel_Frequently 638.0 Research & Development 1.0 3 Medical 1 124 3 Male 40 2 3 Healthcare Representative 1 Married 10673 3142 2 Y Yes 13 3 3 80 1 21 5 2 10 9 9 5
54.0 No Travel_Rarely 971.0 Research & Development 1.0 3 Medical 1 1422 4 Female 54 3 4 Research Director 4 Single 17328 5652 6 Y No 19 3 4 80 0 29 3 2 20 7 12 7
45.0 No Non-Travel 805.0 Research & Development 4.0 2 Life Sciences 1 972 3 Male 57 3 2 Laboratory Technician 2 Married 4447 23163 1 Y No 12 3 2 80 0 9 5 2 9 7 0 8
27.0 No Travel_Rarely 205.0 Sales 10.0 3 Marketing 1 1403 4 Female 98 2 2 Sales Executive 4 Married 5769 7100 1 Y Yes 11 3 4 80 0 6 3 3 6 2 4 4
45.0 No Travel_Rarely 194.0 Research & Development 9.0 3 Life Sciences 1 206 2 Male 60 3 2 Laboratory Technician 2 Divorced 2348 10901 8 Y No 18 3 3 80 1 20 2 1 17 9 0 15
31.0 No Travel_Rarely 196.0 Sales 29.0 4 Marketing 1 1784 1 Female 91 2 2 Sales Executive 4 Married 5468 13402 1 Y No 14 3 1 80 2 13 3 3 12 7 5 7
27.0 No Travel_Rarely 155.0 Research & Development 4.0 3 Life Sciences 1 2064 2 Male 87 4 2 Manufacturing Director 2 Married 6142 5174 1 Y Yes 20 4 2 80 1 6 0 3 6 2 0 3
44.0 Yes Travel_Rarely 1376.0 Human Resources 1.0 2 Medical 1 1098 2 Male 91 2 3 Human Resources 1 Married 10482 2326 9 Y No 14 3 4 80 1 24 1 3 20 6 3 6
NaN No Travel_Rarely 384.0 Sales 8.0 4 Life Sciences 1 805 1 Female 72 3 1 Sales Representative 4 Married 2572 20317 1 Y No 16 3 2 80 1 3 1 2 3 2 0 2
38.0 No Non-Travel 152.0 Sales 10.0 3 Technical Degree 1 983 3 Female 85 3 2 Sales Executive 4 Single 5666 19899 1 Y Yes 13 3 2 80 0 6 1 3 5 3 1 3
30.0 No Travel_Rarely 793.0 Research & Development 16.0 1 Life Sciences 1 1729 2 Male 33 3 1 Research Scientist 4 Married 2862 3811 1 Y No 12 3 2 80 1 10 2 2 10 0 0 8
20.0 No Travel_Rarely 959.0 Research & Development 1.0 3 Life Sciences 1 657 4 Female 83 2 1 Research Scientist 2 Single 2836 11757 1 Y No 13 3 4 80 0 1 0 4 1 0 0 0
38.0 No Travel_Rarely 268.0 Research & Development 2.0 5 Medical 1 773 4 Male 92 3 1 Research Scientist 3 Married 3057 20471 6 Y Yes 13 3 2 80 1 6 0 1 1 0 0 1
50.0 Yes Travel_Frequently 959.0 Sales 1.0 4 Other 1 1113 4 Male 81 3 2 Sales Executive 3 Single 4728 17251 3 Y Yes 14 3 4 80 0 5 4 3 0 0 0 0
27.0 No Travel_Rarely 1115.0 Research & Development NaN 4 Medical 1 700 1 Male 54 2 1 Research Scientist 4 Single 2045 15174 0 Y No 13 3 4 80 0 5 0 3 4 2 1 1
36.0 No Travel_Rarely 1278.0 Human Resources 8.0 3 Life Sciences 1 878 1 Male 77 2 1 Human Resources 1 Married 2342 8635 0 Y No 21 4 3 80 0 6 3 3 5 4 0 3
42.0 No Travel_Rarely 1210.0 Research & Development 2.0 3 Medical 1 1542 3 Male 68 2 1 Laboratory Technician 2 Married 4841 24052 4 Y No 14 3 2 80 1 4 3 3 1 0 0 0
58.0 No Travel_Frequently 1216.0 Research & Development 15.0 4 Life Sciences 1 1837 1 Male 87 3 4 Research Director 3 Married 15787 21624 2 Y Yes 14 3 2 80 0 23 3 3 2 2 2 2
33.0 No Travel_Rarely 654.0 Research & Development NaN 3 Life Sciences 1 1099 4 Male 34 2 3 Healthcare Representative 4 Divorced 7119 21214 4 Y No 15 3 3 80 1 9 2 3 3 2 1 2
34.0 No Travel_Rarely 1354.0 Research & Development NaN 3 Medical 1 153 3 Female 45 2 3 Manager 1 Single 11631 5615 2 Y No 12 3 4 80 0 14 6 3 11 10 5 8
NaN No Travel_Rarely 802.0 Research & Development 10.0 3 Other 1 1028 2 Male 45 3 1 Laboratory Technician 4 Divorced 3917 9541 1 Y No 20 4 1 80 1 3 4 2 3 2 1 2
NaN No Travel_Rarely 1029.0 Research & Development 16.0 3 Life Sciences 1 1529 4 Female 91 2 3 Healthcare Representative 2 Single 8606 21195 1 Y No 19 3 4 80 0 11 3 1 11 8 3 3
41.0 No Travel_Rarely 167.0 Research & Development 12.0 4 Life Sciences 1 1158 2 Male 46 3 1 Laboratory Technician 4 Married 4766 9051 3 Y Yes 11 3 1 80 1 6 4 3 1 0 0 0
43.0 No Travel_Frequently 394.0 Sales 26.0 2 Life Sciences 1 158 3 Male 92 3 4 Manager 4 Married 16959 19494 1 Y Yes 12 3 4 80 2 25 3 4 25 12 4 12
32.0 Yes Travel_Rarely 374.0 Research & Development 25.0 4 Life Sciences 1 911 1 Male 87 3 1 Laboratory Technician 4 Single 2795 18016 1 Y Yes 24 4 3 80 0 1 2 1 1 0 0 1
NaN No Travel_Rarely 607.0 Research & Development 9.0 3 Life Sciences 1 880 4 Female 66 2 3 Manufacturing Director 3 Married 10685 23457 1 Y Yes 20 4 2 80 1 17 2 3 17 14 5 15
31.0 No Travel_Rarely 408.0 Research & Development 9.0 4 Life Sciences 1 493 3 Male 42 2 1 Research Scientist 2 Single 2657 7551 0 Y Yes 16 3 4 80 0 3 5 3 2 2 2 2
45.0 No Travel_Rarely 1385.0 Research & Development 20.0 2 Medical 1 372 3 Male 79 3 4 Healthcare Representative 4 Married 13496 7501 0 Y Yes 14 3 2 80 0 21 2 3 20 7 4 10
33.0 No Travel_Rarely 1075.0 Human Resources NaN 2 Human Resources 1 910 4 Male 57 3 1 Human Resources 2 Divorced 2277 22650 3 Y Yes 11 3 3 80 1 7 4 4 4 3 0 3
32.0 No Travel_Rarely 604.0 Sales 8.0 3 Medical 1 1304 3 Male 56 4 2 Sales Executive 4 Married 6209 11693 1 Y No 15 3 3 80 2 10 4 4 10 7 0 8
34.0 No Travel_Frequently 1003.0 Research & Development 2.0 2 Life Sciences 1 1140 4 Male 95 3 2 Manufacturing Director 3 Single 4033 15834 2 Y No 11 3 4 80 0 5 3 2 3 2 0 2
40.0 No Travel_Frequently 1184.0 Sales 2.0 4 Medical 1 1212 2 Male 62 3 2 Sales Executive 2 Married 4327 25440 5 Y No 12 3 4 80 3 5 2 3 0 0 0 0
34.0 No Non-Travel 1065.0 Sales 23.0 4 Marketing 1 60 2 Male 72 3 2 Sales Executive 3 Single 4568 10034 0 Y No 20 4 3 80 0 10 2 3 9 5 8 7
33.0 No Non-Travel 775.0 Research & Development 4.0 3 Technical Degree 1 1771 4 Male 90 3 2 Research Scientist 2 Divorced 3055 6194 5 Y No 15 3 4 80 2 11 2 2 9 8 1 7
32.0 No Travel_Rarely 499.0 Sales 2.0 1 Marketing 1 1396 3 Male 36 3 2 Sales Executive 2 Married 4078 20497 0 Y Yes 13 3 1 80 3 4 3 2 3 2 1 2
20.0 No Travel_Rarely 654.0 Sales 21.0 3 Marketing 1 1226 3 Male 43 4 1 Sales Representative 4 Single 2678 5050 1 Y No 17 3 4 80 0 2 2 3 2 1 2 2
36.0 No Travel_Rarely 796.0 Research & Development 12.0 5 Medical 1 1073 4 Female 51 2 3 Manufacturing Director 4 Single 8858 15669 0 Y No 11 3 2 80 0 15 2 2 14 8 7 8
27.0 No Travel_Rarely 591.0 Research & Development 2.0 1 Medical 1 7 1 Male 40 3 1 Laboratory Technician 2 Married 3468 16632 9 Y No 12 3 4 80 1 6 3 3 2 2 2 2
NaN No Travel_Rarely 949.0 Research & Development 1.0 3 Technical Degree 1 1415 1 Male 81 3 1 Laboratory Technician 4 Married 3229 4910 4 Y No 11 3 2 80 1 7 2 2 3 2 0 2
37.0 No Travel_Rarely 589.0 Sales 9.0 2 Marketing 1 1787 2 Male 46 2 2 Sales Executive 2 Married 4189 8800 1 Y No 14 3 1 80 2 5 2 3 5 2 0 3
46.0 No Travel_Rarely 488.0 Sales 2.0 3 Technical Degree 1 363 3 Female 75 1 4 Manager 2 Married 16872 14977 3 Y Yes 12 3 2 80 1 28 2 2 7 7 7 7
45.0 No Travel_Rarely 1329.0 Research & Development 2.0 2 Other 1 1635 4 Female 59 2 2 Manufacturing Director 4 Divorced 5770 5388 1 Y No 19 3 1 80 2 10 3 3 10 7 3 9
34.0 No Travel_Rarely 1480.0 Sales 4.0 3 Life Sciences 1 1882 3 Male 64 3 3 Sales Executive 4 Married 9713 24444 2 Y Yes 13 3 4 80 3 9 3 3 5 3 1 0
22.0 Yes Travel_Frequently 1368.0 Research & Development 4.0 1 Technical Degree 1 593 3 Male 99 2 1 Laboratory Technician 3 Single 3894 9129 5 Y No 16 3 3 80 0 4 3 3 2 2 1 2
NaN No Travel_Frequently 200.0 Research & Development 18.0 2 Life Sciences 1 1412 3 Male 60 3 3 Manufacturing Director 4 Single 9362 19944 2 Y No 11 3 3 80 0 10 2 3 2 2 2 2
29.0 Yes Travel_Rarely 224.0 Research & Development 1.0 4 Technical Degree 1 1522 1 Male 100 2 1 Research Scientist 1 Single 2362 7568 6 Y No 13 3 3 80 0 11 2 1 9 7 0 7
40.0 No Travel_Frequently 593.0 Research & Development 9.0 4 Medical 1 1166 2 Female 88 3 3 Research Director 3 Single 13499 13782 9 Y No 17 3 3 80 0 20 3 2 18 7 2 13
31.0 Yes Travel_Rarely 359.0 Human Resources 18.0 5 Human Resources 1 1842 4 Male 89 4 1 Human Resources 1 Married 2956 21495 0 Y No 17 3 3 80 0 2 4 3 1 0 0 0
39.0 No Travel_Rarely 1132.0 Research & Development 1.0 3 Medical 1 417 3 Male 48 4 3 Healthcare Representative 4 Divorced 9613 10942 0 Y No 17 3 1 80 3 19 5 2 18 10 3 7
NaN No Travel_Rarely 580.0 Research & Development 27.0 3 Medical 1 1622 2 Female 39 1 2 Manufacturing Director 1 Divorced 4877 20460 0 Y No 21 4 2 80 1 6 5 2 5 3 0 0
33.0 No Travel_Frequently 553.0 Research & Development NaN 4 Life Sciences 1 428 4 Female 74 3 3 Manager 2 Married 11878 23364 6 Y No 11 3 2 80 2 12 2 3 10 6 8 8
19.0 No Travel_Rarely 1181.0 Research & Development NaN 1 Medical 1 201 2 Female 79 3 1 Laboratory Technician 2 Single 1483 16102 1 Y No 14 3 4 80 0 1 3 3 1 0 0 0
34.0 No Travel_Rarely 182.0 Research & Development 1.0 4 Life Sciences 1 797 2 Female 72 4 1 Research Scientist 4 Single 3280 13551 2 Y No 16 3 3 80 0 10 2 3 4 2 1 3
48.0 Yes Travel_Rarely 626.0 Research & Development 1.0 2 Life Sciences 1 64 1 Male 98 2 3 Laboratory Technician 3 Single 5381 19294 9 Y Yes 13 3 4 80 0 23 2 3 1 0 0 0
39.0 No Travel_Rarely 1387.0 Research & Development 10.0 5 Medical 1 1618 2 Male 76 3 2 Manufacturing Director 1 Married 5377 3835 2 Y No 13 3 4 80 3 10 3 3 7 7 7 7
31.0 No Travel_Frequently 853.0 Research & Development 1.0 1 Life Sciences 1 1011 3 Female 96 3 2 Manufacturing Director 1 Married 4148 11275 1 Y No 12 3 3 80 1 4 1 3 4 3 0 3
27.0 No Travel_Rarely 199.0 Research & Development 6.0 3 Life Sciences 1 1162 4 Male 55 2 1 Research Scientist 3 Married 2539 7950 1 Y No 13 3 3 80 1 4 0 3 4 2 2 2
34.0 No Travel_Rarely 479.0 Research & Development 7.0 4 Medical 1 1577 1 Male 35 3 1 Research Scientist 4 Single 2972 22061 1 Y No 13 3 3 80 0 1 4 1 1 0 0 0
24.0 No Travel_Frequently 535.0 Sales 24.0 3 Medical 1 632 4 Male 38 3 1 Sales Representative 4 Married 2400 5530 0 Y No 13 3 3 80 2 3 3 3 2 2 2 1
51.0 No Travel_Rarely 1405.0 Research & Development 11.0 2 Technical Degree 1 1367 4 Female 82 2 4 Manufacturing Director 2 Single 13142 24439 3 Y No 16 3 2 80 0 29 1 2 5 2 0 3
50.0 No Non-Travel 881.0 Research & Development 2.0 4 Life Sciences 1 905 1 Male 98 3 4 Manager 1 Divorced 17924 4544 1 Y No 11 3 4 80 1 31 3 3 31 6 14 7
31.0 No Travel_Rarely 329.0 Research & Development 1.0 2 Life Sciences 1 530 4 Male 98 2 1 Laboratory Technician 1 Married 2218 16193 1 Y No 12 3 3 80 1 4 3 3 4 2 3 2
36.0 No Travel_Rarely 913.0 Research & Development 9.0 2 Medical 1 699 2 Male 48 2 2 Manufacturing Director 2 Divorced 8847 13934 2 Y Yes 11 3 3 80 1 13 2 3 3 2 0 2
27.0 No Travel_Rarely 1377.0 Sales 2.0 3 Life Sciences 1 437 4 Male 74 3 2 Sales Executive 3 Single 4478 5242 1 Y Yes 11 3 1 80 0 5 3 3 5 4 0 4
38.0 No Travel_Rarely 371.0 Research & Development 2.0 3 Life Sciences 1 24 4 Male 45 3 1 Research Scientist 4 Single 3944 4306 5 Y Yes 11 3 3 80 0 6 3 3 3 2 1 2
40.0 No Travel_Rarely 658.0 Sales 10.0 4 Marketing 1 954 1 Male 67 2 3 Sales Executive 2 Divorced 9705 20652 2 Y No 12 3 2 80 1 11 2 2 1 0 0 0
43.0 No Travel_Rarely 1273.0 Research & Development 2.0 2 Medical 1 46 4 Female 72 4 1 Research Scientist 3 Divorced 2645 21923 1 Y No 12 3 4 80 2 6 3 2 5 3 1 4
27.0 No Travel_Rarely 1167.0 Research & Development 4.0 2 Life Sciences 1 1259 1 Male 76 3 1 Research Scientist 3 Divorced 2517 3208 1 Y No 11 3 2 80 3 5 2 3 5 3 0 3
NaN No Travel_Frequently 773.0 Research & Development 6.0 3 Life Sciences 1 1154 3 Male 39 2 1 Research Scientist 3 Divorced 2703 22088 1 Y Yes 14 3 4 80 1 3 2 3 3 1 0 2
27.0 No Travel_Frequently 1297.0 Research & Development NaN 2 Life Sciences 1 1850 4 Female 53 3 1 Laboratory Technician 4 Single 2379 19826 0 Y Yes 14 3 3 80 0 6 3 2 5 4 0 2
45.0 No Travel_Rarely NaN Research & Development 10.0 2 Life Sciences 1 544 1 Male 69 3 1 Research Scientist 4 Married 2654 9655 3 Y No 21 4 4 80 2 8 3 2 2 2 0 2
34.0 No Travel_Frequently 135.0 Research & Development 19.0 3 Medical 1 1285 3 Female 46 3 2 Laboratory Technician 2 Divorced 4444 22534 4 Y No 13 3 3 80 2 15 2 4 11 8 5 10
27.0 No Travel_Frequently 294.0 Research & Development 10.0 2 Life Sciences 1 733 4 Male 32 3 3 Manufacturing Director 1 Divorced 8793 4809 1 Y No 21 4 3 80 2 9 4 2 9 7 1 7
59.0 No Travel_Rarely 1089.0 Sales 1.0 2 Technical Degree 1 1048 2 Male 66 3 3 Manager 4 Married 11904 11038 3 Y Yes 14 3 3 80 1 14 1 1 6 4 0 4
44.0 No Travel_Frequently 1193.0 Research & Development 2.0 1 Medical 1 1496 2 Male 86 3 3 Manufacturing Director 3 Single 10209 19719 5 Y Yes 18 3 2 80 0 16 2 2 2 2 2 2
31.0 No Travel_Frequently 1327.0 Research & Development NaN 4 Medical 1 337 2 Male 73 3 3 Research Director 3 Divorced 13675 13523 9 Y No 12 3 1 80 1 9 3 3 2 2 2 2
23.0 No Travel_Rarely 977.0 Research & Development 10.0 3 Technical Degree 1 1592 4 Male 45 4 1 Research Scientist 3 Married 2073 12826 2 Y No 16 3 4 80 1 4 2 3 2 2 2 2
38.0 No Travel_Rarely 330.0 Research & Development 17.0 1 Life Sciences 1 1088 3 Female 65 2 3 Healthcare Representative 3 Married 8823 24608 0 Y No 18 3 1 80 1 20 4 2 19 9 1 9
43.0 No Travel_Rarely 782.0 Research & Development 6.0 4 Other 1 661 2 Male 50 2 4 Research Director 4 Divorced 16627 2671 4 Y Yes 14 3 3 80 1 21 3 2 1 0 0 0
32.0 No Travel_Frequently 967.0 Sales 8.0 3 Marketing 1 207 2 Female 43 3 3 Sales Executive 4 Single 8998 15589 1 Y No 14 3 4 80 0 9 2 3 9 8 3 7
NaN No Travel_Frequently 482.0 Research & Development 4.0 4 Life Sciences 1 1350 3 Male 87 3 2 Research Scientist 3 Single 4249 2690 1 Y Yes 11 3 2 80 0 9 3 3 9 6 1 1
19.0 No Travel_Rarely 645.0 Research & Development 9.0 2 Life Sciences 1 1193 3 Male 54 3 1 Research Scientist 1 Single 2552 7172 1 Y No 25 4 3 80 0 1 4 3 1 1 0 0
45.0 No Travel_Rarely 930.0 Sales 9.0 3 Marketing 1 864 4 Male 74 3 3 Sales Executive 1 Divorced 10761 19239 4 Y Yes 12 3 3 80 1 18 2 3 5 4 0 2
NaN No Travel_Frequently 1283.0 Sales 1.0 3 Medical 1 956 3 Male 52 2 2 Sales Executive 1 Single 4294 11148 1 Y No 12 3 2 80 0 7 2 3 7 7 0 7
36.0 No Non-Travel 1434.0 Sales 8.0 4 Life Sciences 1 789 1 Male 76 2 3 Sales Executive 1 Single 7587 14229 1 Y No 15 3 2 80 0 10 1 3 10 7 0 9
43.0 No Travel_Rarely 574.0 Research & Development 11.0 3 Life Sciences 1 1971 1 Male 30 3 3 Healthcare Representative 3 Married 7510 16873 1 Y No 17 3 2 80 1 10 1 3 10 9 0 9
22.0 No Non-Travel 1123.0 Research & Development 16.0 2 Medical 1 22 4 Male 96 4 1 Laboratory Technician 4 Divorced 2935 7324 1 Y Yes 13 3 2 80 2 1 2 2 1 0 0 0
19.0 Yes Travel_Rarely 528.0 Sales 22.0 1 Marketing 1 167 4 Male 50 3 1 Sales Representative 3 Single 1675 26820 1 Y Yes 19 3 4 80 0 0 2 2 0 0 0 0
36.0 No Travel_Rarely 429.0 Research & Development 2.0 4 Life Sciences 1 1294 3 Female 53 3 2 Manufacturing Director 2 Single 5410 2323 9 Y Yes 11 3 4 80 0 18 2 3 16 14 5 12
31.0 Yes Travel_Frequently 703.0 Sales 2.0 3 Life Sciences 1 1379 3 Female 90 2 1 Sales Representative 4 Single 2785 11882 7 Y No 14 3 3 80 0 3 3 4 1 0 0 0
36.0 No Travel_Frequently 688.0 Research & Development 4.0 2 Life Sciences 1 2025 4 Female 97 3 2 Manufacturing Director 2 Divorced 5131 9192 7 Y No 13 3 2 80 3 18 3 3 4 2 0 2
52.0 No Travel_Rarely 699.0 Research & Development 1.0 4 Life Sciences 1 259 3 Male 65 2 5 Manager 3 Married 19999 5678 0 Y No 14 3 1 80 1 34 5 3 33 18 11 9
32.0 No Travel_Rarely 634.0 Research & Development NaN 4 Other 1 1607 2 Female 35 4 1 Research Scientist 4 Married 3312 18783 3 Y No 17 3 4 80 2 6 3 3 3 2 0 2
39.0 No Non-Travel 1485.0 Research & Development 25.0 2 Life Sciences 1 1397 3 Male 71 3 3 Healthcare Representative 3 Married 10920 3449 3 Y No 21 4 2 80 1 13 2 3 6 4 0 5
52.0 No Non-Travel 585.0 Sales 29.0 4 Life Sciences 1 2019 1 Male 40 3 1 Sales Representative 4 Divorced 3482 19788 2 Y No 15 3 2 80 2 16 3 2 9 8 0 0
32.0 No Travel_Frequently 585.0 Research & Development 10.0 3 Life Sciences 1 1720 1 Male 56 3 1 Research Scientist 3 Married 3433 17360 6 Y No 13 3 1 80 1 10 3 2 5 2 1 3
34.0 No Travel_Frequently 702.0 Research & Development 16.0 4 Life Sciences 1 838 3 Female 100 2 1 Research Scientist 4 Single 2553 8306 1 Y No 16 3 3 80 0 6 3 3 5 2 1 3
31.0 No Travel_Rarely 140.0 Research & Development 12.0 1 Medical 1 246 3 Female 95 3 1 Research Scientist 4 Married 3929 6984 8 Y Yes 23 4 3 80 1 7 0 3 4 2 0 2
18.0 No Travel_Rarely 812.0 Sales 10.0 3 Medical 1 411 4 Female 69 2 1 Sales Representative 3 Single 1200 9724 1 Y No 12 3 1 80 0 0 2 3 0 0 0 0
21.0 No Travel_Rarely 1343.0 Sales 22.0 1 Technical Degree 1 669 3 Male 49 3 1 Sales Representative 3 Single 3447 24444 1 Y No 11 3 3 80 0 3 2 3 3 2 1 2
36.0 No Travel_Rarely 430.0 Research & Development 2.0 4 Other 1 1847 4 Female 73 3 2 Research Scientist 2 Married 6962 19573 4 Y Yes 22 4 4 80 1 15 2 3 1 0 0 0
24.0 No Travel_Rarely 506.0 Research & Development 29.0 1 Medical 1 1725 2 Male 91 3 1 Laboratory Technician 1 Divorced 3907 3622 1 Y No 13 3 2 80 3 6 2 4 6 2 1 2
34.0 No Travel_Rarely 678.0 Research & Development 19.0 3 Life Sciences 1 1701 2 Female 35 2 1 Research Scientist 4 Married 2929 20338 1 Y No 12 3 2 80 0 10 3 3 10 9 8 7
NaN No Travel_Rarely 810.0 Sales 8.0 3 Life Sciences 1 707 4 Male 57 4 2 Sales Executive 2 Married 4851 15678 0 Y No 22 4 3 80 1 4 4 3 3 2 1 2
NaN No Travel_Rarely 1423.0 Research & Development 1.0 3 Life Sciences 1 1506 1 Male 72 2 1 Research Scientist 3 Divorced 1563 12530 1 Y No 14 3 4 80 1 1 2 1 1 0 0 0
24.0 No Travel_Rarely NaN Research & Development 17.0 2 Other 1 643 4 Male 94 2 1 Laboratory Technician 2 Married 2127 9100 1 Y No 21 4 4 80 1 1 2 3 1 0 0 0
58.0 No Travel_Rarely 1145.0 Research & Development 9.0 3 Medical 1 214 2 Female 75 2 1 Research Scientist 2 Married 3346 11873 4 Y Yes 20 4 2 80 1 9 3 2 1 0 0 0
32.0 No Travel_Rarely 334.0 Research & Development NaN 2 Life Sciences 1 21 1 Male 80 4 1 Research Scientist 2 Divorced 3298 15053 0 Y Yes 12 3 4 80 2 7 5 2 6 2 0 5
29.0 No Travel_Frequently 410.0 Research & Development 2.0 1 Life Sciences 1 1513 4 Female 97 3 1 Laboratory Technician 2 Married 3180 4668 0 Y No 13 3 3 80 3 4 3 3 3 2 0 2
29.0 No Travel_Rarely 1396.0 Sales 10.0 3 Life Sciences 1 749 3 Male 99 3 1 Sales Representative 3 Single 2642 2755 1 Y No 11 3 3 80 0 1 6 3 1 0 0 0
44.0 No Travel_Rarely 661.0 Research & Development 9.0 2 Life Sciences 1 913 2 Male 61 3 1 Research Scientist 1 Married 2559 7508 1 Y Yes 13 3 4 80 0 8 0 3 8 7 7 1
23.0 Yes Travel_Rarely 1320.0 Research & Development 8.0 1 Medical 1 1684 4 Male 93 2 1 Laboratory Technician 3 Single 3989 20586 1 Y Yes 11 3 1 80 0 5 2 3 5 4 1 2
36.0 No Travel_Rarely 329.0 Sales 16.0 4 Marketing 1 1436 3 Female 98 2 2 Sales Executive 1 Married 5647 13494 4 Y No 13 3 1 80 2 11 3 2 3 2 0 2
46.0 No Travel_Rarely 717.0 Research & Development 13.0 4 Life Sciences 1 1727 3 Male 34 3 2 Healthcare Representative 2 Single 5562 9697 6 Y No 14 3 4 80 0 19 3 3 10 7 0 9
40.0 No Travel_Rarely 523.0 Research & Development 2.0 3 Life Sciences 1 1346 3 Male 98 3 2 Research Scientist 4 Single 4661 22455 1 Y No 13 3 3 80 0 9 4 3 9 8 8 8
31.0 No Non-Travel 976.0 Research & Development NaN 2 Medical 1 1948 3 Male 48 3 1 Research Scientist 1 Divorced 3065 3995 1 Y Yes 13 3 4 80 1 4 3 4 4 2 2 3
55.0 No Travel_Rarely 147.0 Research & Development 20.0 2 Technical Degree 1 389 2 Male 37 3 2 Laboratory Technician 4 Married 5415 15972 3 Y Yes 19 3 4 80 1 12 4 3 10 7 0 8
NaN Yes Travel_Rarely 1330.0 Research & Development 21.0 3 Medical 1 1107 1 Male 37 3 1 Laboratory Technician 3 Divorced 2377 19373 1 Y No 20 4 3 80 1 1 0 2 1 1 0 0
59.0 No Travel_Rarely 142.0 Research & Development NaN 3 Life Sciences 1 309 3 Male 70 2 1 Research Scientist 4 Married 2177 8456 3 Y No 17 3 1 80 1 7 6 3 1 0 0 0
32.0 Yes Travel_Frequently 1125.0 Research & Development 16.0 1 Life Sciences 1 33 2 Female 72 1 1 Research Scientist 1 Single 3919 4681 1 Y Yes 22 4 2 80 0 10 5 3 10 2 6 7
30.0 No Travel_Rarely 413.0 Sales 7.0 1 Marketing 1 585 4 Male 57 3 1 Sales Representative 2 Single 2983 18398 0 Y No 14 3 1 80 0 4 3 3 3 2 1 2
32.0 No Travel_Rarely 234.0 Sales 1.0 4 Medical 1 2013 2 Male 68 2 1 Sales Representative 2 Married 2269 18024 0 Y No 14 3 2 80 1 3 2 3 2 2 2 2
29.0 Yes Travel_Rarely 896.0 Research & Development 18.0 1 Medical 1 315 3 Male 86 2 1 Research Scientist 4 Single 2389 14961 1 Y Yes 13 3 3 80 0 4 3 2 4 3 0 1
NaN No Travel_Rarely 890.0 Sales 2.0 3 Marketing 1 49 4 Female 97 3 1 Sales Representative 4 Married 2014 9687 1 Y No 13 3 1 80 0 2 3 3 2 2 2 2
52.0 Yes Travel_Rarely 266.0 Sales 2.0 1 Marketing 1 1038 1 Female 57 1 5 Manager 4 Married 19845 25846 1 Y No 15 3 4 80 1 33 3 3 32 14 6 9
40.0 No Travel_Rarely 896.0 Research & Development 2.0 3 Medical 1 1474 3 Male 68 3 1 Research Scientist 3 Divorced 2345 8045 2 Y No 14 3 3 80 1 8 3 4 3 1 1 2
32.0 Yes Non-Travel 1474.0 Sales 11.0 4 Other 1 631 4 Male 60 4 2 Sales Executive 3 Married 4707 23914 8 Y No 12 3 4 80 0 6 2 3 4 2 1 2
33.0 No Non-Travel 1283.0 Sales 2.0 3 Marketing 1 1756 4 Female 62 3 2 Sales Executive 2 Single 5147 10697 8 Y No 15 3 4 80 0 13 2 2 11 7 1 7
42.0 No Travel_Rarely 300.0 Research & Development 2.0 3 Life Sciences 1 2031 1 Male 56 3 5 Manager 3 Married 18880 17312 5 Y No 11 3 1 80 0 24 2 2 22 6 4 14
36.0 No Travel_Rarely 938.0 Research & Development 2.0 4 Medical 1 958 3 Male 79 3 1 Laboratory Technician 3 Single 2519 12287 4 Y No 21 4 3 80 0 16 6 3 11 8 3 9
48.0 No Travel_Frequently 117.0 Research & Development 22.0 3 Medical 1 1900 4 Female 58 3 4 Manager 4 Divorced 17174 2437 3 Y No 11 3 2 80 1 24 3 3 22 17 4 7
49.0 No Travel_Rarely 1418.0 Research & Development 1.0 3 Technical Degree 1 887 3 Female 36 3 1 Research Scientist 1 Married 3580 10554 2 Y No 16 3 2 80 1 7 2 3 4 2 0 2
43.0 No Travel_Rarely 244.0 Human Resources 2.0 3 Life Sciences 1 1778 2 Male 97 3 1 Human Resources 4 Single 3539 5033 0 Y No 13 3 2 80 0 10 5 3 9 7 1 8
37.0 No Travel_Rarely 671.0 Research & Development 19.0 3 Life Sciences 1 1631 3 Male 85 3 2 Manufacturing Director 3 Married 5768 26493 3 Y No 17 3 1 80 3 9 2 2 4 3 0 2
45.0 No Travel_Rarely 1005.0 Research & Development 28.0 2 Technical Degree 1 1719 4 Female 48 2 4 Research Director 2 Single 16704 17119 1 Y No 11 3 3 80 0 21 2 3 21 6 8 6
55.0 No Travel_Rarely NaN Research & Development 2.0 4 Technical Degree 1 1873 2 Male 98 2 1 Research Scientist 4 Married 2662 7975 8 Y No 20 4 2 80 1 19 2 4 5 2 0 4
NaN Yes Travel_Frequently 1009.0 Research & Development 1.0 3 Medical 1 1111 1 Male 45 2 1 Laboratory Technician 2 Divorced 2596 7160 1 Y No 15 3 1 80 2 1 2 3 1 0 0 0
22.0 No Travel_Rarely 1256.0 Research & Development 19.0 1 Medical 1 217 3 Male 80 3 1 Research Scientist 4 Married 2323 11992 1 Y No 24 4 1 80 2 2 6 3 2 2 2 2
56.0 No Travel_Rarely 206.0 Human Resources 8.0 4 Life Sciences 1 1338 4 Male 99 3 5 Manager 2 Single 19717 4022 6 Y No 14 3 1 80 0 36 4 3 7 3 7 7
NaN Yes Travel_Frequently 880.0 Sales 12.0 4 Other 1 1667 4 Male 36 3 2 Sales Executive 4 Single 4581 10414 3 Y Yes 24 4 1 80 0 13 2 4 11 9 6 7
49.0 No Travel_Rarely 174.0 Sales 8.0 4 Technical Degree 1 1138 4 Male 56 2 4 Sales Executive 2 Married 13120 11879 6 Y No 17 3 2 80 1 22 3 3 9 8 2 3
24.0 No Travel_Frequently 897.0 Human Resources 10.0 3 Medical 1 1746 1 Male 59 3 1 Human Resources 4 Married 2145 2097 0 Y No 14 3 4 80 1 3 2 3 2 2 2 1
46.0 No Travel_Rarely 150.0 Research & Development 2.0 4 Technical Degree 1 1228 4 Male 60 3 2 Manufacturing Director 4 Divorced 7379 17433 2 Y No 11 3 3 80 1 12 3 2 6 3 1 4
45.0 Yes Travel_Rarely 1449.0 Sales 2.0 3 Marketing 1 1277 1 Female 94 1 5 Manager 2 Single 18824 2493 2 Y Yes 16 3 1 80 0 26 2 3 24 10 1 11
53.0 No Travel_Rarely 1436.0 Sales 6.0 2 Marketing 1 205 2 Male 34 3 2 Sales Representative 3 Married 2306 16047 2 Y Yes 20 4 4 80 1 13 3 1 7 7 4 5
45.0 No Travel_Rarely 556.0 Research & Development 25.0 2 Life Sciences 1 1888 2 Female 93 2 2 Manufacturing Director 4 Married 5906 23888 0 Y No 13 3 4 80 2 10 2 2 9 8 3 8
33.0 No Travel_Frequently 1296.0 Research & Development 6.0 3 Life Sciences 1 692 3 Male 30 3 2 Healthcare Representative 4 Divorced 7725 5335 3 Y No 23 4 3 80 1 15 2 1 13 11 4 7
46.0 No Travel_Rarely 563.0 Sales 1.0 4 Life Sciences 1 1602 4 Male 56 4 4 Manager 1 Single 17567 3156 1 Y No 15 3 2 80 0 27 5 1 26 0 0 12
NaN No Travel_Rarely NaN Research & Development 27.0 4 Life Sciences 1 1728 4 Male 49 3 2 Manufacturing Director 3 Married 6883 5151 2 Y No 16 3 2 80 1 17 3 3 7 7 0 7
34.0 No Travel_Rarely 665.0 Research & Development 6.0 4 Other 1 138 1 Female 41 3 2 Research Scientist 3 Single 4809 12482 1 Y No 14 3 3 80 0 16 3 3 16 13 2 10
24.0 No Non-Travel 1092.0 Research & Development 9.0 3 Life Sciences 1 812 3 Male 60 2 1 Laboratory Technician 2 Divorced 2694 26551 1 Y No 11 3 3 80 3 1 4 3 1 0 0 0
NaN No Travel_Rarely 185.0 Research & Development 23.0 4 Medical 1 1826 2 Male 91 1 1 Laboratory Technician 3 Married 2705 9696 0 Y No 16 3 2 80 1 6 2 4 5 4 0 3
45.0 No Non-Travel 336.0 Sales 26.0 3 Marketing 1 1612 1 Male 52 2 2 Sales Executive 1 Married 4385 24162 1 Y No 15 3 1 80 1 10 2 3 10 7 4 5
NaN No Non-Travel 1097.0 Research & Development 11.0 2 Medical 1 70 3 Male 79 2 3 Healthcare Representative 1 Married 9884 8302 2 Y Yes 13 3 3 80 1 10 3 3 4 0 2 3
NaN No Travel_Rarely 662.0 Sales 1.0 5 Marketing 1 204 3 Male 94 3 3 Sales Executive 2 Married 7295 11439 1 Y No 13 3 1 80 2 10 3 3 10 8 0 6
41.0 No Travel_Rarely 645.0 Sales 1.0 3 Marketing 1 534 2 Male 49 4 3 Sales Executive 1 Married 8392 19566 1 Y No 16 3 3 80 1 10 2 3 10 7 0 7
33.0 No Travel_Rarely NaN Research & Development 15.0 2 Medical 1 2009 2 Female 95 3 2 Healthcare Representative 4 Married 4878 21653 0 Y Yes 13 3 1 80 1 10 6 3 9 7 8 1
36.0 No Travel_Frequently 635.0 Research & Development 18.0 1 Medical 1 286 2 Female 73 3 1 Laboratory Technician 4 Single 2153 7703 1 Y No 13 3 1 80 0 8 2 3 8 1 1 7
23.0 No Travel_Rarely 571.0 Research & Development 12.0 2 Other 1 1982 4 Male 78 3 1 Laboratory Technician 4 Single 2647 13672 1 Y No 13 3 3 80 0 5 6 4 5 2 1 4
29.0 No Travel_Rarely NaN Research & Development NaN 1 Medical 1 1586 2 Male 87 3 1 Laboratory Technician 1 Single 4723 16213 1 Y Yes 18 3 4 80 0 10 3 3 10 9 1 5
38.0 No Travel_Frequently 216.0 Research & Development 23.0 3 Life Sciences 1 12 4 Male 44 2 3 Manufacturing Director 3 Single 9526 8787 0 Y No 21 4 2 80 0 10 2 3 9 7 1 8
31.0 No Travel_Rarely 182.0 Research & Development 8.0 5 Life Sciences 1 1430 1 Female 93 3 4 Research Director 2 Single 16422 8847 3 Y No 11 3 3 80 0 9 3 4 3 2 1 0
43.0 No Travel_Frequently 1422.0 Sales 2.0 4 Life Sciences 1 1849 1 Male 92 3 2 Sales Executive 4 Married 5675 19246 1 Y No 20 4 3 80 1 7 5 3 7 7 7 7
24.0 Yes Travel_Frequently 381.0 Research & Development 9.0 3 Medical 1 1494 2 Male 89 3 1 Laboratory Technician 1 Single 3172 16998 2 Y Yes 11 3 3 80 0 4 2 2 0 0 0 0
45.0 No Travel_Rarely 561.0 Sales 2.0 3 Other 1 606 4 Male 61 3 2 Sales Executive 2 Married 4805 16177 0 Y No 19 3 2 80 1 9 3 4 8 7 3 7
42.0 No Travel_Rarely 916.0 Research & Development 17.0 2 Life Sciences 1 347 4 Female 82 4 2 Research Scientist 1 Single 6545 23016 3 Y Yes 13 3 3 80 0 10 1 3 3 2 0 2
31.0 No Travel_Rarely 1062.0 Research & Development 24.0 3 Medical 1 1252 3 Female 96 2 2 Healthcare Representative 1 Single 6812 17198 1 Y No 19 3 2 80 0 10 2 3 10 9 1 8
NaN No Travel_Rarely 1181.0 Research & Development 1.0 3 Life Sciences 1 1799 3 Male 82 3 1 Research Scientist 4 Married 2044 5531 1 Y No 11 3 3 80 1 5 6 4 5 3 0 3
32.0 No Travel_Frequently 116.0 Research & Development 13.0 3 Other 1 1234 3 Female 77 2 1 Laboratory Technician 2 Married 2743 7331 1 Y No 20 4 3 80 1 2 2 3 2 2 2 2
NaN No Travel_Rarely 157.0 Research & Development 1.0 3 Medical 1 1952 3 Male 95 3 1 Laboratory Technician 1 Single 2867 20006 0 Y No 13 3 4 80 0 8 6 2 7 7 7 6
30.0 No Travel_Frequently 1012.0 Research & Development NaN 4 Life Sciences 1 861 2 Male 75 2 1 Research Scientist 4 Divorced 3761 2373 9 Y No 12 3 2 80 1 10 3 2 5 4 0 3
23.0 No Travel_Rarely 1309.0 Research & Development 26.0 1 Life Sciences 1 465 3 Male 83 3 1 Research Scientist 4 Divorced 2904 16092 1 Y No 12 3 3 80 2 4 2 2 4 2 0 2
38.0 No Travel_Rarely 833.0 Research & Development 18.0 3 Medical 1 1766 2 Male 60 1 2 Healthcare Representative 4 Married 5811 24539 3 Y Yes 16 3 3 80 1 15 2 3 1 0 1 0
32.0 No Travel_Rarely 128.0 Research & Development 2.0 1 Technical Degree 1 362 4 Male 84 2 2 Laboratory Technician 1 Single 2176 19737 4 Y No 13 3 4 80 0 9 5 3 6 2 0 4
40.0 No Travel_Frequently 1395.0 Research & Development 26.0 3 Medical 1 202 2 Female 54 3 2 Research Scientist 2 Divorced 5605 8504 1 Y No 11 3 1 80 1 20 2 3 20 7 2 13
37.0 No Travel_Rarely 446.0 Research & Development 1.0 4 Life Sciences 1 635 2 Female 65 3 2 Manufacturing Director 2 Married 6447 15701 6 Y No 12 3 2 80 1 8 2 2 6 5 4 3
24.0 No Non-Travel 1269.0 Research & Development 4.0 1 Life Sciences 1 888 1 Male 46 2 1 Laboratory Technician 4 Married 3162 10778 0 Y No 17 3 4 80 0 6 2 2 5 2 3 4
40.0 No Travel_Rarely 1322.0 Research & Development 2.0 4 Life Sciences 1 2048 3 Male 52 2 1 Research Scientist 3 Single 2809 2725 2 Y No 14 3 4 80 0 8 2 3 2 2 2 2
36.0 No Non-Travel 1351.0 Research & Development 9.0 4 Life Sciences 1 1949 1 Male 66 4 1 Laboratory Technician 2 Married 2810 9238 1 Y No 22 4 2 80 0 5 3 3 5 4 0 2
23.0 No Travel_Rarely 650.0 Research & Development 9.0 1 Medical 1 758 2 Male 37 3 1 Laboratory Technician 1 Married 2500 4344 1 Y No 14 3 4 80 1 5 2 4 4 3 0 2
44.0 Yes Travel_Rarely 621.0 Research & Development 15.0 3 Medical 1 1295 1 Female 73 3 3 Healthcare Representative 4 Married 7978 14075 1 Y No 11 3 4 80 1 10 2 3 10 7 0 5
42.0 No Travel_Rarely 622.0 Research & Development 2.0 4 Life Sciences 1 659 3 Female 81 3 2 Healthcare Representative 4 Married 4089 5718 1 Y No 13 3 2 80 2 10 4 3 10 2 2 2
29.0 No Travel_Rarely 352.0 Human Resources 6.0 1 Medical 1 1865 4 Male 87 2 1 Human Resources 2 Married 2804 15434 1 Y No 11 3 4 80 0 1 3 3 1 0 0 0
40.0 Yes Travel_Rarely 1329.0 Research & Development 7.0 3 Life Sciences 1 1649 1 Male 73 3 1 Laboratory Technician 1 Single 2166 3339 3 Y Yes 14 3 2 80 0 10 3 1 4 2 0 3
30.0 No Travel_Rarely 1427.0 Research & Development 2.0 1 Medical 1 198 2 Male 35 2 1 Laboratory Technician 4 Single 2720 11162 0 Y No 13 3 4 80 0 6 3 3 5 3 1 2
30.0 No Travel_Rarely 1082.0 Sales 12.0 3 Technical Degree 1 533 2 Female 83 3 2 Sales Executive 3 Single 6577 19558 0 Y No 11 3 2 80 0 6 6 3 5 4 4 4
42.0 No Non-Travel 495.0 Research & Development 2.0 1 Life Sciences 1 1334 3 Male 37 3 4 Manager 3 Married 17861 26582 0 Y Yes 13 3 4 80 0 21 3 2 20 8 2 10
42.0 No Travel_Rarely 419.0 Sales 12.0 4 Marketing 1 1943 2 Male 77 3 2 Sales Executive 4 Divorced 5087 2900 3 Y Yes 12 3 3 80 2 14 4 3 0 0 0 0
NaN No Travel_Rarely 821.0 Sales NaN 4 Medical 1 916 1 Male 98 3 2 Sales Executive 4 Single 4908 24252 1 Y No 14 3 2 80 0 4 3 3 4 2 0 2
NaN Yes Travel_Rarely 471.0 Research & Development 24.0 3 Technical Degree 1 622 3 Male 66 1 1 Laboratory Technician 4 Single 2340 23213 1 Y Yes 18 3 2 80 0 1 3 1 1 0 0 0
40.0 No Travel_Rarely 989.0 Research & Development 4.0 1 Medical 1 253 4 Female 46 3 5 Manager 3 Married 19033 6499 1 Y No 14 3 2 80 1 21 2 3 20 8 9 9
49.0 No Travel_Rarely 722.0 Research & Development 25.0 4 Life Sciences 1 1617 3 Female 84 3 1 Laboratory Technician 1 Married 3211 22102 1 Y No 14 3 4 80 1 10 3 2 9 6 1 4
NaN No Travel_Rarely 390.0 Research & Development 17.0 4 Medical 1 1718 4 Male 62 1 1 Laboratory Technician 3 Married 2305 6217 1 Y No 15 3 3 80 3 3 3 4 3 2 0 2
55.0 Yes Travel_Rarely 436.0 Sales 2.0 1 Medical 1 842 3 Male 37 3 2 Sales Executive 4 Single 5160 21519 4 Y No 16 3 3 80 0 12 3 2 9 7 7 3
30.0 No Travel_Rarely 438.0 Research & Development 18.0 3 Life Sciences 1 194 1 Female 75 3 1 Research Scientist 3 Single 2632 23910 1 Y No 14 3 3 80 0 5 4 2 5 4 0 4
50.0 No Non-Travel 145.0 Sales 1.0 3 Life Sciences 1 1040 4 Female 95 3 2 Sales Executive 3 Married 6347 24920 0 Y No 12 3 1 80 1 19 3 3 18 7 0 13
NaN Yes Travel_Frequently 662.0 Sales 18.0 4 Marketing 1 1380 4 Female 67 3 2 Sales Executive 3 Married 4614 23288 0 Y Yes 18 3 3 80 1 5 0 2 4 2 3 2
42.0 No Non-Travel 926.0 Research & Development 21.0 2 Medical 1 270 3 Female 36 3 2 Manufacturing Director 3 Divorced 5265 16439 2 Y No 16 3 2 80 1 11 5 3 5 3 0 2
33.0 No Travel_Rarely 117.0 Research & Development 9.0 3 Medical 1 1238 1 Male 60 3 1 Research Scientist 4 Married 2781 6311 0 Y No 13 3 2 80 1 15 5 3 14 10 4 10
50.0 No Travel_Rarely 797.0 Research & Development 4.0 1 Life Sciences 1 385 1 Male 96 3 5 Research Director 2 Divorced 19144 15815 3 Y No 14 3 1 80 2 28 4 2 10 4 1 6
NaN Yes Travel_Rarely 950.0 Sales 4.0 4 Marketing 1 401 4 Male 48 2 2 Sales Executive 4 Single 5828 8450 1 Y Yes 12 3 2 80 0 8 0 3 8 7 7 4
29.0 Yes Travel_Rarely 1092.0 Research & Development 1.0 4 Medical 1 2027 1 Male 36 3 1 Research Scientist 4 Married 4787 26124 9 Y Yes 14 3 2 80 3 4 3 4 2 2 2 2
39.0 No Travel_Frequently 1218.0 Research & Development 1.0 1 Life Sciences 1 531 2 Male 52 3 5 Manager 3 Divorced 19197 8213 1 Y Yes 14 3 3 80 1 21 3 3 21 8 1 6
56.0 Yes Travel_Rarely 441.0 Research & Development 14.0 4 Life Sciences 1 161 2 Female 72 3 1 Research Scientist 2 Married 4963 4510 9 Y Yes 18 3 1 80 3 7 2 3 5 4 4 3
55.0 No Travel_Rarely 1441.0 Research & Development 22.0 3 Technical Degree 1 1694 1 Male 94 2 1 Research Scientist 2 Divorced 3537 23737 5 Y No 12 3 4 80 1 8 1 3 4 2 1 2
34.0 No Travel_Frequently 878.0 Research & Development 10.0 4 Medical 1 277 4 Male 43 3 1 Research Scientist 3 Divorced 3815 5972 1 Y Yes 17 3 4 80 1 5 4 4 5 3 2 0
NaN No Travel_Rarely 528.0 Human Resources 8.0 4 Technical Degree 1 1164 3 Male 100 3 1 Human Resources 3 Single 4323 7108 1 Y No 17 3 2 80 0 6 2 1 5 4 1 4
33.0 No Travel_Rarely 832.0 Research & Development NaN 4 Life Sciences 1 338 3 Female 63 2 1 Research Scientist 4 Married 2911 14776 1 Y No 13 3 3 80 1 2 2 2 2 2 0 2
31.0 Yes Travel_Frequently 754.0 Sales 26.0 4 Marketing 1 1967 1 Male 63 3 2 Sales Executive 4 Married 5617 21075 1 Y Yes 11 3 3 80 0 10 4 3 10 7 0 8
NaN No Non-Travel 1103.0 Research & Development 16.0 3 Medical 1 1947 3 Male 49 3 1 Research Scientist 3 Single 2144 2122 1 Y No 14 3 3 80 0 5 3 2 5 3 1 4
18.0 Yes Travel_Frequently 544.0 Sales NaN 2 Medical 1 1624 2 Female 70 3 1 Sales Representative 4 Single 1569 18420 1 Y Yes 12 3 3 80 0 0 2 4 0 0 0 0
36.0 No Travel_Rarely 164.0 Sales 2.0 2 Medical 1 513 2 Male 61 2 3 Sales Executive 3 Married 7596 3809 1 Y No 13 3 2 80 2 10 2 3 10 9 9 0
30.0 No Travel_Rarely 1092.0 Research & Development 10.0 3 Medical 1 1816 1 Female 64 3 3 Manufacturing Director 3 Single 9667 2739 9 Y No 14 3 2 80 0 9 3 3 7 7 0 2
45.0 No Travel_Rarely 1457.0 Research & Development 7.0 3 Medical 1 1195 1 Female 83 3 1 Research Scientist 3 Married 4477 20100 4 Y Yes 19 3 3 80 1 7 2 2 3 2 0 2
54.0 No Travel_Rarely 1147.0 Sales NaN 3 Marketing 1 303 4 Female 52 3 2 Sales Executive 1 Married 5940 17011 2 Y No 14 3 4 80 1 16 4 3 6 2 0 5
32.0 No Travel_Frequently 379.0 Sales NaN 2 Life Sciences 1 889 2 Male 48 3 2 Sales Executive 2 Married 6524 8891 1 Y No 14 3 4 80 1 10 3 3 10 8 5 3
49.0 No Travel_Frequently 279.0 Research & Development 8.0 1 Life Sciences 1 2 3 Male 61 2 2 Research Scientist 2 Married 5130 24907 1 Y No 23 4 4 80 1 10 3 3 10 7 1 7
54.0 No Non-Travel 142.0 Human Resources 26.0 3 Human Resources 1 148 4 Female 30 4 4 Manager 4 Single 17328 13871 2 Y Yes 12 3 3 80 0 23 3 3 5 3 4 4
NaN No Travel_Rarely 1219.0 Sales 18.0 3 Medical 1 975 3 Female 86 3 2 Sales Executive 3 Married 4601 6179 1 Y No 16 3 2 80 0 5 3 3 5 2 1 0
31.0 No Travel_Rarely 1276.0 Research & Development 2.0 1 Medical 1 1974 4 Female 59 1 1 Laboratory Technician 4 Divorced 1129 17536 1 Y Yes 11 3 3 80 3 1 4 3 1 0 0 0
41.0 No Non-Travel 256.0 Sales 10.0 2 Medical 1 1329 3 Male 40 1 2 Sales Executive 2 Single 6151 22074 1 Y No 13 3 1 80 0 19 4 3 19 2 11 9
37.0 Yes Travel_Rarely NaN Research & Development 10.0 4 Medical 1 1809 4 Male 58 3 2 Manufacturing Director 1 Single 4213 4992 1 Y No 15 3 2 80 0 10 4 1 10 3 0 8
32.0 Yes Travel_Rarely 414.0 Sales 2.0 4 Marketing 1 1862 3 Male 82 2 2 Sales Executive 2 Single 9907 26186 7 Y Yes 12 3 3 80 0 7 3 2 2 2 2 2
42.0 No Travel_Frequently 1474.0 Research & Development NaN 2 Other 1 591 2 Male 97 3 1 Laboratory Technician 3 Married 2093 9260 4 Y No 17 3 4 80 1 8 4 3 2 2 2 0
NaN Yes Travel_Rarely 329.0 Research & Development 24.0 3 Medical 1 1604 3 Male 51 3 1 Laboratory Technician 2 Married 2408 7324 1 Y Yes 17 3 3 80 3 1 3 3 1 1 0 0
38.0 No Travel_Frequently 594.0 Research & Development 2.0 2 Medical 1 1760 3 Female 75 2 1 Laboratory Technician 2 Married 2468 15963 4 Y No 14 3 2 80 1 9 4 2 6 1 0 5
21.0 Yes Travel_Rarely 1427.0 Research & Development 18.0 1 Other 1 923 4 Female 65 3 1 Research Scientist 4 Single 2693 8870 1 Y No 19 3 1 80 0 1 3 2 1 0 0 0
NaN No Travel_Rarely 219.0 Research & Development 16.0 2 Other 1 1886 4 Female 44 2 2 Manufacturing Director 2 Married 4788 25388 0 Y Yes 11 3 4 80 0 4 2 3 3 2 0 2
31.0 Yes Travel_Rarely 1079.0 Sales 16.0 4 Marketing 1 1761 1 Male 70 3 3 Sales Executive 3 Married 8161 19002 2 Y No 13 3 1 80 3 10 2 3 1 0 0 0
40.0 No Travel_Rarely 750.0 Research & Development 12.0 3 Life Sciences 1 1829 2 Female 47 3 2 Healthcare Representative 1 Divorced 4448 10748 2 Y No 12 3 2 80 1 15 3 3 7 4 7 7
52.0 Yes Travel_Rarely 723.0 Research & Development 8.0 4 Medical 1 433 3 Male 85 2 2 Research Scientist 2 Married 4941 17747 2 Y No 15 3 1 80 0 11 3 2 8 2 7 7
37.0 No Travel_Frequently 1231.0 Sales 21.0 2 Medical 1 900 3 Female 54 3 1 Sales Representative 4 Married 2973 21222 5 Y No 15 3 2 80 1 10 3 3 5 4 0 0
31.0 Yes Non-Travel 335.0 Research & Development 9.0 2 Medical 1 991 3 Male 46 2 1 Research Scientist 1 Single 2321 10322 0 Y Yes 22 4 1 80 0 4 0 3 3 2 1 2
33.0 No Travel_Rarely 867.0 Research & Development 8.0 4 Life Sciences 1 1798 4 Male 90 4 1 Research Scientist 1 Married 3143 6076 6 Y No 19 3 2 80 1 14 1 3 10 8 7 6
18.0 No Non-Travel 1124.0 Research & Development 1.0 3 Life Sciences 1 1368 4 Female 97 3 1 Laboratory Technician 4 Single 1611 19305 1 Y No 15 3 3 80 0 0 5 4 0 0 0 0
52.0 No Travel_Frequently 890.0 Research & Development 25.0 4 Medical 1 867 3 Female 81 2 4 Manufacturing Director 4 Married 13826 19028 3 Y No 22 4 3 80 0 31 3 3 9 8 0 0
42.0 No Travel_Frequently 1271.0 Research & Development 2.0 1 Medical 1 875 2 Male 35 3 1 Research Scientist 4 Single 2515 9068 5 Y Yes 14 3 4 80 0 8 2 3 2 1 2 2
27.0 No Travel_Rarely 1054.0 Research & Development 8.0 3 Medical 1 1751 3 Female 67 3 1 Research Scientist 4 Single 3445 6152 1 Y No 11 3 3 80 0 6 5 2 6 2 1 4
37.0 No Travel_Rarely 161.0 Research & Development 10.0 3 Life Sciences 1 2017 3 Female 42 4 3 Research Director 4 Married 13744 15471 1 Y Yes 25 4 1 80 1 16 2 3 16 11 6 8
49.0 No Travel_Rarely 1313.0 Sales 11.0 4 Marketing 1 1757 4 Female 80 3 2 Sales Executive 4 Single 4507 8191 3 Y No 12 3 3 80 0 8 1 4 5 1 0 4
41.0 No Travel_Rarely 337.0 Sales 8.0 3 Marketing 1 1909 3 Female 54 3 2 Sales Executive 2 Married 4393 26841 5 Y No 21 4 3 80 1 14 3 3 5 4 1 4
37.0 No Travel_Rarely 309.0 Sales 10.0 4 Life Sciences 1 1105 4 Female 88 2 2 Sales Executive 4 Divorced 6694 24223 2 Y Yes 14 3 3 80 3 8 5 3 1 0 0 0
29.0 Yes Travel_Rarely 341.0 Sales 1.0 3 Medical 1 896 2 Female 48 2 1 Sales Representative 3 Divorced 2800 23522 6 Y Yes 19 3 3 80 3 5 3 3 3 2 0 2
31.0 Yes Travel_Frequently 667.0 Sales 1.0 4 Life Sciences 1 1427 2 Female 50 1 1 Sales Representative 3 Single 1359 16154 1 Y No 12 3 2 80 0 1 3 3 1 0 0 0
53.0 No Travel_Rarely 346.0 Research & Development 6.0 3 Life Sciences 1 769 4 Male 86 3 2 Laboratory Technician 4 Single 2450 10919 2 Y No 17 3 4 80 0 19 4 3 2 2 2 2
38.0 No Travel_Rarely 1333.0 Research & Development 1.0 3 Technical Degree 1 950 4 Female 80 3 3 Research Director 1 Married 13582 16292 1 Y No 13 3 2 80 1 15 3 3 15 12 5 11
37.0 No Travel_Rarely 571.0 Research & Development 10.0 1 Life Sciences 1 802 4 Female 82 3 1 Research Scientist 1 Divorced 2782 19905 0 Y Yes 13 3 2 80 2 6 3 2 5 3 4 3
30.0 No Travel_Rarely 1288.0 Sales 29.0 4 Technical Degree 1 1568 3 Male 33 3 3 Sales Executive 2 Married 9250 17799 3 Y No 12 3 2 80 1 9 3 3 4 2 1 3
41.0 No Travel_Rarely 548.0 Research & Development 9.0 4 Life Sciences 1 1772 3 Male 94 3 1 Laboratory Technician 1 Divorced 2289 20520 1 Y No 20 4 2 80 2 5 2 3 5 3 0 4
36.0 No Travel_Rarely 1040.0 Research & Development NaN 2 Life Sciences 1 1664 4 Male 79 4 2 Healthcare Representative 1 Divorced 6842 26308 6 Y No 20 4 1 80 1 13 3 3 5 4 0 4
34.0 No Travel_Rarely 1442.0 Research & Development 9.0 3 Medical 1 717 4 Female 46 2 3 Healthcare Representative 2 Single 8621 17654 1 Y No 14 3 2 80 0 9 3 4 8 7 7 7
NaN No Travel_Rarely 660.0 Sales 7.0 1 Life Sciences 1 1492 4 Male 76 3 1 Sales Representative 3 Married 2404 16192 1 Y No 13 3 1 80 1 1 3 3 1 0 0 0
NaN Yes Travel_Rarely 654.0 Research & Development 1.0 2 Life Sciences 1 741 1 Female 67 1 1 Research Scientist 2 Single 2216 3872 7 Y Yes 13 3 4 80 0 10 4 3 7 7 3 7
47.0 No Travel_Rarely 1225.0 Sales 2.0 4 Life Sciences 1 1676 2 Female 47 4 4 Manager 2 Divorced 15972 21086 6 Y No 14 3 3 80 3 29 2 3 3 2 1 2
NaN Yes Non-Travel 265.0 Sales 29.0 2 Medical 1 1037 2 Male 79 1 2 Sales Executive 1 Single 4969 21813 8 Y No 18 3 4 80 0 7 6 3 2 2 2 2
34.0 No Travel_Rarely 735.0 Sales NaN 1 Medical 1 1915 4 Female 75 2 2 Sales Executive 4 Married 8103 16495 3 Y Yes 12 3 3 80 0 9 3 2 4 2 0 1
31.0 No Travel_Rarely 525.0 Sales 6.0 4 Medical 1 653 1 Male 66 4 2 Sales Executive 4 Divorced 5460 6219 4 Y No 22 4 4 80 2 13 4 4 7 7 5 7
54.0 No Travel_Rarely 1217.0 Research & Development 2.0 4 Technical Degree 1 126 1 Female 60 3 3 Research Director 3 Married 13549 24001 9 Y No 12 3 1 80 1 16 5 1 4 3 0 3
47.0 No Travel_Rarely 465.0 Research & Development 1.0 3 Technical Degree 1 1438 1 Male 74 3 1 Research Scientist 4 Married 3420 10205 7 Y No 12 3 3 80 1 17 2 2 6 5 1 2
NaN No Travel_Rarely 883.0 Sales 26.0 1 Medical 1 781 3 Female 32 3 2 Sales Executive 4 Single 6180 22807 1 Y No 23 4 2 80 0 6 5 2 6 5 1 4
55.0 No Travel_Rarely 478.0 Research & Development 2.0 3 Medical 1 1770 3 Male 60 2 5 Research Director 1 Married 19038 19805 8 Y No 12 3 2 80 3 34 2 3 1 0 0 0
50.0 No Travel_Rarely 804.0 Research & Development 9.0 3 Life Sciences 1 1030 1 Male 64 3 1 Laboratory Technician 4 Married 2380 20165 4 Y No 18 3 2 80 0 8 5 3 1 0 0 0
33.0 No Travel_Rarely 147.0 Human Resources 2.0 3 Human Resources 1 1207 2 Male 99 3 1 Human Resources 3 Married 3600 8429 1 Y No 13 3 4 80 1 5 2 3 5 4 1 4
44.0 No Travel_Rarely 1117.0 Research & Development 2.0 1 Life Sciences 1 1246 1 Female 72 4 1 Research Scientist 4 Married 2011 19982 1 Y No 13 3 4 80 1 10 5 3 10 5 7 7
48.0 No Travel_Rarely 1221.0 Sales 7.0 3 Marketing 1 1466 3 Male 96 3 2 Sales Executive 1 Divorced 5486 24795 4 Y No 11 3 1 80 3 15 3 3 2 2 2 2
22.0 No Travel_Rarely 1136.0 Research & Development NaN 3 Life Sciences 1 284 4 Male 60 4 1 Research Scientist 2 Divorced 2328 12392 1 Y Yes 16 3 1 80 1 4 2 2 4 2 2 2
54.0 No Travel_Rarely 821.0 Research & Development NaN 2 Medical 1 522 1 Male 86 3 5 Research Director 1 Married 19406 8509 4 Y No 11 3 3 80 1 24 4 2 4 2 1 2
34.0 No Travel_Frequently 618.0 Research & Development NaN 1 Life Sciences 1 1103 1 Male 45 3 2 Healthcare Representative 4 Single 7756 22266 0 Y No 17 3 3 80 0 7 1 2 6 2 0 4
NaN No Travel_Rarely 1361.0 Sales 17.0 4 Life Sciences 1 1218 3 Male 94 3 2 Sales Executive 1 Married 8966 21026 3 Y Yes 15 3 4 80 3 15 2 3 7 7 1 7
NaN No Travel_Rarely 891.0 Sales 4.0 2 Life Sciences 1 527 2 Female 99 2 2 Sales Executive 4 Single 4487 12090 1 Y Yes 11 3 2 80 0 5 3 3 5 4 1 3
50.0 No Travel_Rarely 1464.0 Research & Development 2.0 4 Medical 1 1061 2 Male 62 3 5 Research Director 3 Married 19237 12853 2 Y Yes 11 3 4 80 1 29 2 2 8 1 7 7
NaN No Travel_Rarely 482.0 Research & Development 1.0 2 Life Sciences 1 1893 2 Female 90 2 1 Research Scientist 3 Married 2933 14908 1 Y Yes 13 3 3 80 1 1 3 2 1 0 1 0
32.0 No Travel_Rarely 371.0 Sales 19.0 3 Life Sciences 1 1739 4 Male 80 1 3 Sales Executive 3 Married 9610 3840 3 Y No 13 3 3 80 1 10 2 1 4 3 0 2
41.0 No Travel_Rarely 1283.0 Research & Development NaN 5 Medical 1 1448 2 Male 90 4 1 Research Scientist 3 Married 2127 5561 2 Y Yes 12 3 1 80 0 7 5 2 4 2 0 3
38.0 No Travel_Rarely 395.0 Sales 9.0 3 Marketing 1 893 2 Male 98 2 1 Sales Representative 2 Married 2899 12102 0 Y No 19 3 4 80 1 3 3 3 2 2 1 2
NaN No Travel_Rarely 760.0 Sales 2.0 4 Marketing 1 846 2 Female 81 3 2 Sales Executive 2 Married 4779 3698 1 Y Yes 20 4 1 80 0 8 2 3 8 7 7 5
41.0 No Travel_Frequently 1018.0 Sales 1.0 3 Marketing 1 1349 3 Female 66 3 2 Sales Executive 1 Divorced 4103 4297 0 Y No 17 3 4 80 1 10 2 3 9 3 1 7
NaN Yes Travel_Rarely 622.0 Research & Development 14.0 4 Other 1 1010 3 Male 39 2 1 Laboratory Technician 2 Divorced 3743 10074 1 Y Yes 24 4 4 80 1 5 2 1 4 2 0 2
NaN Yes Travel_Rarely 867.0 Sales 19.0 2 Marketing 1 952 3 Male 36 2 1 Sales Representative 2 Married 2413 18798 1 Y Yes 18 3 3 80 3 1 2 3 1 0 0 0
58.0 No Travel_Rarely 682.0 Sales 10.0 4 Medical 1 131 4 Male 37 3 4 Sales Executive 3 Single 13872 24409 0 Y No 13 3 3 80 0 38 1 2 37 10 1 8
48.0 No Non-Travel 1262.0 Research & Development 1.0 4 Medical 1 1116 1 Male 35 4 4 Manager 4 Single 16885 16154 2 Y No 22 4 3 80 0 27 3 2 5 4 2 1
52.0 No Travel_Rarely 319.0 Research & Development NaN 3 Medical 1 543 4 Male 39 2 3 Manufacturing Director 3 Married 7969 19609 2 Y Yes 14 3 3 80 0 28 4 3 5 4 0 4
53.0 No Travel_Rarely 238.0 Sales 1.0 1 Medical 1 682 4 Female 34 3 2 Sales Executive 1 Single 8381 7507 7 Y No 20 4 4 80 0 18 2 4 14 7 8 10
49.0 No Travel_Rarely 271.0 Research & Development NaN 2 Medical 1 1509 3 Female 43 2 2 Laboratory Technician 1 Married 4789 23070 4 Y No 25 4 1 80 1 10 3 3 3 2 1 2
NaN Yes Travel_Frequently 1496.0 Sales 1.0 3 Technical Degree 1 1486 1 Male 92 3 1 Sales Representative 3 Married 2909 15747 3 Y No 15 3 4 80 1 5 3 4 3 2 1 2
NaN No Travel_Frequently 193.0 Research & Development 2.0 3 Life Sciences 1 1296 4 Male 52 2 1 Laboratory Technician 4 Married 3867 14222 1 Y Yes 12 3 2 80 1 2 2 3 2 2 2 2
51.0 Yes Travel_Rarely 1323.0 Research & Development 4.0 4 Life Sciences 1 1081 1 Male 34 3 1 Research Scientist 3 Married 2461 10332 9 Y Yes 12 3 3 80 3 18 2 4 10 0 2 7
27.0 No Travel_Frequently 472.0 Research & Development 1.0 1 Technical Degree 1 274 3 Male 60 2 2 Manufacturing Director 1 Married 4298 9679 5 Y No 19 3 3 80 1 6 1 3 2 2 2 0
NaN No Travel_Rarely 1355.0 Human Resources 25.0 1 Life Sciences 1 177 3 Female 61 3 1 Human Resources 3 Married 2942 8916 1 Y No 23 4 4 80 1 8 3 3 8 7 5 7
44.0 No Travel_Frequently 383.0 Sales 1.0 5 Marketing 1 1481 1 Female 79 3 2 Sales Executive 3 Married 4768 9282 7 Y No 12 3 3 80 1 11 4 2 1 0 0 0
NaN No Travel_Rarely 464.0 Research & Development 4.0 2 Other 1 53 3 Male 75 3 1 Laboratory Technician 4 Divorced 1951 10910 1 Y No 12 3 3 80 1 1 3 3 1 0 0 0
27.0 No Travel_Rarely 1377.0 Research & Development 11.0 1 Life Sciences 1 1434 2 Male 91 3 1 Laboratory Technician 1 Married 2099 7679 0 Y No 14 3 2 80 0 6 3 4 5 0 1 4
52.0 No Travel_Rarely 1323.0 Research & Development 2.0 3 Life Sciences 1 316 3 Female 89 2 1 Laboratory Technician 4 Single 3212 3300 7 Y No 15 3 2 80 0 6 3 2 2 2 2 2
34.0 Yes Non-Travel 1362.0 Sales 19.0 3 Marketing 1 502 1 Male 67 4 2 Sales Executive 4 Single 5304 4652 8 Y Yes 13 3 2 80 0 9 3 2 5 2 0 4
NaN Yes Travel_Rarely 1449.0 Research & Development 16.0 4 Medical 1 394 1 Male 45 3 1 Laboratory Technician 2 Divorced 2373 14180 2 Y Yes 13 3 4 80 1 5 2 3 3 2 0 2
NaN No Travel_Rarely 1349.0 Research & Development 23.0 3 Life Sciences 1 560 1 Female 90 3 1 Research Scientist 4 Divorced 2886 3032 1 Y No 22 4 2 80 2 3 3 1 3 2 0 2
40.0 No Travel_Rarely 555.0 Research & Development 2.0 3 Medical 1 521 2 Female 78 2 2 Laboratory Technician 3 Married 3448 13436 6 Y No 22 4 2 80 1 20 3 3 1 0 0 0
47.0 No Travel_Rarely 202.0 Research & Development 2.0 2 Other 1 820 3 Female 33 3 4 Manager 4 Married 16752 12982 1 Y Yes 11 3 3 80 1 26 3 2 26 14 3 0
NaN Yes Travel_Rarely 737.0 Sales 10.0 3 Medical 1 1639 4 Male 55 2 3 Sales Executive 1 Married 10306 21530 9 Y No 17 3 3 80 0 15 3 3 13 12 6 0
50.0 No Travel_Frequently 333.0 Research & Development 22.0 5 Medical 1 1539 3 Male 88 1 4 Research Director 4 Single 14411 24450 1 Y Yes 13 3 4 80 0 32 2 3 32 6 13 9
NaN No Travel_Rarely 672.0 Research & Development 25.0 3 Technical Degree 1 899 4 Male 78 2 3 Manufacturing Director 2 Married 10903 9129 3 Y No 16 3 1 80 0 16 2 3 13 10 4 8
21.0 No Travel_Rarely 546.0 Research & Development NaN 1 Medical 1 1623 3 Male 97 3 1 Research Scientist 4 Single 3117 26009 1 Y No 18 3 3 80 0 3 2 3 2 2 2 2
27.0 No Travel_Rarely 1354.0 Research & Development 2.0 4 Technical Degree 1 1931 2 Male 41 3 1 Research Scientist 2 Married 2226 6073 1 Y No 11 3 3 80 1 6 3 2 5 3 1 2
48.0 No Travel_Rarely 817.0 Sales 2.0 1 Marketing 1 712 2 Male 56 4 2 Sales Executive 2 Married 8120 18597 3 Y No 12 3 4 80 0 12 3 3 2 2 2 2
36.0 No Travel_Rarely 1223.0 Research & Development 8.0 3 Technical Degree 1 83 3 Female 59 3 3 Healthcare Representative 3 Divorced 10096 8202 1 Y No 13 3 2 80 3 17 2 3 17 14 12 8
NaN Yes Travel_Rarely 103.0 Research & Development 24.0 3 Life Sciences 1 19 3 Male 50 2 1 Laboratory Technician 3 Single 2028 12947 5 Y Yes 14 3 2 80 0 6 4 3 4 2 0 3
36.0 No Travel_Rarely 311.0 Research & Development 7.0 3 Life Sciences 1 1659 1 Male 77 3 1 Laboratory Technician 2 Single 2013 10950 2 Y No 11 3 3 80 0 15 4 3 4 3 1 3
30.0 No Travel_Rarely 330.0 Human Resources 1.0 3 Life Sciences 1 1499 3 Male 46 3 1 Human Resources 3 Divorced 2064 15428 0 Y No 21 4 1 80 1 6 3 4 5 3 1 3
48.0 No Travel_Rarely 1236.0 Research & Development 1.0 4 Life Sciences 1 664 4 Female 40 2 4 Manager 1 Married 15402 17997 7 Y No 11 3 1 80 1 21 3 1 3 2 0 2
55.0 No Travel_Rarely 1311.0 Research & Development 2.0 3 Life Sciences 1 505 3 Female 97 3 4 Manager 4 Single 16659 23258 2 Y Yes 13 3 3 80 0 30 2 3 5 4 1 2
55.0 No Travel_Rarely 692.0 Research & Development 14.0 4 Medical 1 254 3 Male 61 4 5 Research Director 2 Single 18722 13339 8 Y No 11 3 4 80 0 36 3 3 24 15 2 15
34.0 No Travel_Rarely 1333.0 Sales 10.0 4 Life Sciences 1 1055 3 Female 87 3 1 Sales Representative 3 Married 2220 18410 1 Y Yes 19 3 4 80 1 1 2 3 1 1 0 0
30.0 Yes Travel_Frequently 334.0 Sales 26.0 4 Marketing 1 299 3 Female 52 2 2 Sales Executive 1 Single 6696 22967 5 Y No 15 3 3 80 0 9 5 2 6 3 0 1
NaN Yes Travel_Rarely 1204.0 Sales 4.0 3 Technical Degree 1 1100 4 Male 86 3 3 Sales Executive 1 Single 9582 10333 0 Y Yes 22 4 1 80 0 9 2 3 8 7 4 7
54.0 No Travel_Frequently 1050.0 Research & Development 11.0 4 Medical 1 1520 2 Female 87 3 4 Manager 4 Divorced 16032 24456 3 Y No 20 4 1 80 1 26 2 3 14 9 1 12
42.0 No Non-Travel 179.0 Human Resources 2.0 5 Medical 1 1231 4 Male 79 4 2 Human Resources 1 Married 6272 12858 7 Y No 16 3 1 80 1 10 3 4 4 3 0 3
29.0 No Travel_Rarely 738.0 Research & Development 9.0 5 Other 1 455 2 Male 30 2 1 Laboratory Technician 4 Single 3983 7621 0 Y No 17 3 3 80 0 4 2 3 3 2 2 2
47.0 No Travel_Rarely 955.0 Sales 4.0 2 Life Sciences 1 1003 4 Female 83 3 2 Sales Executive 4 Single 4163 8571 1 Y Yes 17 3 3 80 0 9 0 3 9 0 0 7
42.0 No Travel_Frequently 555.0 Sales 26.0 3 Marketing 1 404 3 Female 77 3 4 Sales Executive 2 Married 13525 14864 5 Y No 14 3 4 80 1 23 2 4 20 4 4 8
31.0 Yes Travel_Rarely 202.0 Research & Development 8.0 3 Life Sciences 1 1433 1 Female 34 2 1 Research Scientist 2 Single 1261 22262 1 Y No 12 3 3 80 0 1 3 4 1 0 0 0
51.0 No Travel_Rarely 942.0 Research & Development NaN 3 Technical Degree 1 1786 1 Female 53 3 3 Manager 3 Married 13116 22984 2 Y No 11 3 4 80 0 15 2 3 2 2 2 2
33.0 No Travel_Rarely 922.0 Research & Development 1.0 5 Medical 1 612 1 Female 95 4 4 Research Director 3 Divorced 16184 22578 4 Y No 19 3 3 80 1 10 2 3 6 1 0 5
39.0 No Travel_Rarely NaN Research & Development 6.0 1 Medical 1 2062 4 Male 42 2 3 Healthcare Representative 1 Married 9991 21457 4 Y No 15 3 1 80 1 9 5 3 7 7 1 7
21.0 No Travel_Rarely 984.0 Research & Development 1.0 1 Technical Degree 1 1131 4 Female 70 2 1 Research Scientist 2 Single 2070 25326 1 Y Yes 11 3 3 80 0 2 6 4 2 2 2 2
36.0 No Travel_Rarely 1403.0 Research & Development 6.0 3 Life Sciences 1 373 4 Male 47 3 1 Laboratory Technician 4 Married 3210 20251 0 Y No 11 3 3 80 1 16 4 3 15 13 10 11
43.0 No Travel_Rarely 930.0 Research & Development 6.0 3 Medical 1 1402 1 Female 73 2 2 Research Scientist 3 Single 4081 20003 1 Y Yes 14 3 1 80 0 20 3 1 20 7 1 8
49.0 No Non-Travel 1002.0 Research & Development 18.0 4 Life Sciences 1 275 4 Male 92 3 2 Manufacturing Director 4 Divorced 6804 23793 1 Y Yes 15 3 1 80 2 7 0 3 7 7 1 7
27.0 No Non-Travel 691.0 Research & Development 9.0 3 Medical 1 218 4 Male 57 3 1 Research Scientist 2 Divorced 2024 5970 6 Y No 18 3 4 80 1 6 1 1 2 2 2 2
NaN No Travel_Rarely 583.0 Research & Development 25.0 4 Medical 1 1014 3 Female 57 3 3 Healthcare Representative 3 Divorced 10388 6975 1 Y Yes 11 3 3 80 1 16 3 2 16 10 10 1
56.0 No Travel_Frequently NaN Sales 6.0 3 Life Sciences 1 532 3 Female 86 4 4 Sales Executive 1 Married 13212 18256 9 Y No 11 3 4 80 3 36 0 2 7 7 7 7
30.0 No Travel_Rarely 231.0 Sales 8.0 2 Other 1 982 3 Male 62 3 3 Sales Executive 3 Divorced 7264 9977 5 Y No 11 3 1 80 1 10 2 4 8 4 7 7
42.0 No Travel_Rarely 1059.0 Research & Development 9.0 2 Other 1 1595 4 Male 93 2 5 Manager 4 Single 19613 26362 8 Y No 22 4 4 80 0 24 2 3 1 0 0 1
23.0 No Travel_Rarely 310.0 Research & Development 10.0 1 Medical 1 784 1 Male 79 4 1 Research Scientist 3 Single 3505 19630 1 Y No 18 3 4 80 0 2 3 3 2 2 0 2
NaN Yes Travel_Rarely 383.0 Sales 9.0 2 Life Sciences 1 1439 1 Male 68 2 1 Sales Representative 1 Married 4400 15182 3 Y No 12 3 1 80 0 6 2 3 3 2 2 2
24.0 No Travel_Rarely 1476.0 Sales 4.0 1 Medical 1 1445 4 Female 42 3 2 Sales Executive 3 Married 4162 15211 1 Y Yes 12 3 3 80 2 5 3 3 5 4 0 3
29.0 No Travel_Rarely 598.0 Research & Development 9.0 3 Life Sciences 1 1558 3 Male 91 4 1 Research Scientist 3 Married 2451 22376 6 Y No 18 3 1 80 2 5 2 2 1 0 0 0
29.0 Yes Travel_Rarely 121.0 Sales 27.0 3 Marketing 1 283 2 Female 35 3 3 Sales Executive 4 Married 7639 24525 1 Y No 22 4 4 80 3 10 3 2 10 4 1 9
24.0 Yes Travel_Rarely 813.0 Research & Development 1.0 3 Medical 1 45 2 Male 61 3 1 Research Scientist 4 Married 2293 3020 2 Y Yes 16 3 1 80 1 6 2 2 2 0 2 0
43.0 No Travel_Rarely 415.0 Sales 25.0 3 Medical 1 1076 3 Male 79 2 3 Sales Executive 4 Divorced 10798 5268 5 Y No 13 3 3 80 1 18 5 3 1 0 0 0
NaN No Travel_Rarely 1017.0 Research & Development 6.0 4 Life Sciences 1 691 2 Male 82 1 2 Research Scientist 4 Single 6646 19368 1 Y No 13 3 2 80 0 17 3 3 17 11 11 8
34.0 No Travel_Rarely 704.0 Sales 28.0 3 Marketing 1 2035 4 Female 95 2 2 Sales Executive 3 Married 6712 8978 1 Y No 21 4 4 80 2 8 2 3 8 7 1 7
NaN Yes Travel_Rarely 1404.0 Research & Development 17.0 3 Technical Degree 1 1960 3 Male 32 2 1 Laboratory Technician 4 Divorced 2367 18779 5 Y No 12 3 1 80 1 6 2 2 4 1 0 3
51.0 No Travel_Rarely 632.0 Sales 21.0 4 Marketing 1 120 3 Male 71 3 2 Sales Executive 4 Single 5441 8423 0 Y Yes 22 4 4 80 0 11 2 1 10 7 1 0
33.0 No Travel_Rarely 217.0 Sales 10.0 4 Marketing 1 1924 2 Male 43 3 2 Sales Executive 3 Single 5487 10410 1 Y No 14 3 2 80 0 10 2 2 10 4 0 9
59.0 No Travel_Rarely 326.0 Sales NaN 3 Life Sciences 1 1254 3 Female 48 2 2 Sales Executive 4 Single 5171 16490 5 Y No 17 3 4 80 0 13 2 3 6 1 0 5
45.0 No Travel_Rarely 954.0 Sales 2.0 2 Technical Degree 1 783 2 Male 46 1 2 Sales Representative 3 Single 6632 12388 0 Y No 13 3 1 80 0 9 3 3 8 7 3 1
NaN Yes Travel_Rarely 1475.0 Sales 13.0 2 Marketing 1 1933 4 Female 84 3 2 Sales Executive 3 Single 9854 23352 3 Y Yes 11 3 4 80 0 6 0 3 2 0 2 2
20.0 Yes Travel_Frequently 769.0 Sales 9.0 3 Marketing 1 1077 4 Female 54 3 1 Sales Representative 4 Single 2323 17205 1 Y Yes 14 3 2 80 0 2 3 3 2 2 0 2
32.0 No Non-Travel 976.0 Sales 26.0 4 Marketing 1 333 3 Male 100 3 2 Sales Executive 4 Married 4465 12069 0 Y No 18 3 1 80 0 4 2 3 3 2 2 2
34.0 No Travel_Rarely 1346.0 Research & Development 19.0 2 Medical 1 18 2 Male 93 3 1 Laboratory Technician 4 Divorced 2661 8758 0 Y No 11 3 3 80 1 3 2 3 2 2 1 2
43.0 No Travel_Frequently 185.0 Research & Development 10.0 4 Life Sciences 1 430 3 Female 33 3 1 Laboratory Technician 4 Single 2455 10675 0 Y No 19 3 1 80 0 9 5 3 8 7 1 7
32.0 No Travel_Rarely 859.0 Research & Development 4.0 3 Life Sciences 1 830 3 Female 98 2 2 Manufacturing Director 3 Married 6162 19124 1 Y No 12 3 3 80 1 14 3 3 14 13 6 8
40.0 No Travel_Rarely 759.0 Sales 2.0 2 Marketing 1 516 4 Female 46 3 2 Sales Executive 2 Divorced 5715 22553 7 Y No 12 3 3 80 2 8 5 3 5 4 1 3
NaN Yes Travel_Rarely 920.0 Human Resources 20.0 2 Medical 1 1818 4 Female 69 3 1 Human Resources 2 Married 2148 6889 0 Y Yes 11 3 3 80 0 6 3 3 5 1 1 4
41.0 No Travel_Rarely 465.0 Research & Development 14.0 3 Life Sciences 1 227 1 Male 56 3 1 Research Scientist 3 Divorced 2451 4609 4 Y No 12 3 1 80 1 13 2 3 9 8 1 8
NaN No Travel_Rarely 982.0 Research & Development 1.0 4 Medical 1 1172 4 Male 58 2 1 Laboratory Technician 3 Married 2258 16340 6 Y No 12 3 2 80 1 10 2 3 8 0 1 7
24.0 No Non-Travel 673.0 Research & Development 11.0 2 Other 1 26 1 Female 96 4 2 Manufacturing Director 3 Divorced 4011 8232 0 Y No 18 3 4 80 1 5 5 2 4 2 1 3
53.0 No Travel_Rarely 868.0 Sales 8.0 3 Marketing 1 897 1 Male 73 3 4 Sales Executive 4 Married 11836 22789 5 Y No 14 3 3 80 1 28 3 3 2 0 2 2
47.0 No Travel_Rarely 1176.0 Human Resources 26.0 4 Life Sciences 1 1625 4 Female 98 3 5 Manager 3 Married 19658 5220 3 Y No 11 3 3 80 1 27 2 3 5 2 1 0
31.0 Yes Travel_Frequently 874.0 Research & Development 15.0 3 Medical 1 1160 3 Male 72 3 1 Laboratory Technician 3 Married 2610 6233 1 Y No 12 3 3 80 1 2 5 2 2 2 2 2
34.0 No Non-Travel 1375.0 Sales 10.0 3 Life Sciences 1 1774 4 Male 87 3 2 Sales Executive 3 Divorced 4001 12313 1 Y Yes 14 3 3 80 1 15 3 3 15 14 0 7
33.0 Yes Travel_Rarely 527.0 Research & Development 1.0 4 Other 1 780 4 Male 63 3 1 Research Scientist 4 Single 2686 5207 1 Y Yes 13 3 3 80 0 10 2 2 10 9 7 8
32.0 No Travel_Rarely 801.0 Sales 1.0 4 Marketing 1 2016 3 Female 48 3 3 Sales Executive 4 Married 10422 24032 1 Y No 19 3 3 80 2 14 3 3 14 10 5 7
41.0 No Travel_Rarely 263.0 Research & Development 6.0 3 Medical 1 957 4 Male 59 3 1 Laboratory Technician 1 Single 4721 3119 2 Y Yes 13 3 3 80 0 20 3 3 18 13 2 17
40.0 No Non-Travel 458.0 Research & Development 16.0 2 Life Sciences 1 1340 3 Male 74 3 1 Research Scientist 3 Divorced 3544 8532 9 Y No 16 3 2 80 1 6 0 3 4 2 0 0
51.0 No Travel_Rarely 313.0 Research & Development NaN 3 Medical 1 258 4 Female 98 3 4 Healthcare Representative 2 Single 13734 7192 3 Y No 18 3 3 80 0 21 6 3 7 7 1 0
55.0 Yes Travel_Rarely 267.0 Sales 13.0 4 Marketing 1 1372 1 Male 85 4 4 Sales Executive 3 Single 13695 9277 6 Y Yes 17 3 3 80 0 24 2 2 19 7 3 8
52.0 No Travel_Rarely 1053.0 Research & Development 1.0 2 Life Sciences 1 976 4 Male 70 3 4 Manager 4 Married 17099 13829 2 Y No 15 3 2 80 1 26 2 2 9 8 7 8
54.0 No Travel_Rarely 397.0 Human Resources 19.0 4 Medical 1 698 3 Male 88 3 3 Human Resources 2 Married 10725 6729 2 Y No 15 3 3 80 1 16 1 4 9 7 7 1
23.0 No Travel_Rarely 507.0 Research & Development 20.0 1 Life Sciences 1 1533 1 Male 97 3 2 Laboratory Technician 3 Single 2272 24812 0 Y No 14 3 2 80 0 5 2 3 4 3 1 2
24.0 No Travel_Rarely 691.0 Research & Development 23.0 3 Medical 1 639 2 Male 89 4 1 Research Scientist 4 Married 2725 21630 1 Y Yes 11 3 2 80 2 6 3 3 6 5 1 4
20.0 No Travel_Rarely 805.0 Research & Development NaN 3 Life Sciences 1 1198 1 Male 87 2 1 Laboratory Technician 3 Single 3033 12828 1 Y No 12 3 1 80 0 2 2 2 2 2 1 2
38.0 No Travel_Rarely 1035.0 Sales NaN 4 Life Sciences 1 1036 2 Male 42 3 2 Sales Executive 4 Single 6861 4981 8 Y Yes 12 3 3 80 0 19 1 3 1 0 0 0
29.0 No Travel_Rarely 665.0 Research & Development 15.0 3 Life Sciences 1 346 3 Male 60 3 1 Research Scientist 4 Single 2340 22673 1 Y No 19 3 1 80 0 6 1 3 6 5 1 5
36.0 Yes Travel_Rarely 1218.0 Sales 9.0 4 Life Sciences 1 27 3 Male 82 2 1 Sales Representative 1 Single 3407 6986 7 Y No 23 4 2 80 0 10 4 3 5 3 0 3
NaN No Travel_Rarely 1172.0 Sales NaN 3 Medical 1 1875 2 Female 78 3 1 Sales Representative 2 Married 2856 3692 1 Y No 19 3 4 80 1 1 3 3 1 0 0 0
41.0 No Non-Travel 509.0 Research & Development 2.0 4 Other 1 616 1 Female 62 2 2 Healthcare Representative 3 Single 6811 2112 2 Y Yes 17 3 1 80 0 10 3 3 8 7 0 7
54.0 No Travel_Rarely 584.0 Research & Development 22.0 5 Medical 1 1665 2 Female 91 3 4 Manager 3 Married 17426 18685 3 Y No 25 4 3 80 1 36 6 3 10 8 4 7
NaN No Travel_Rarely 1315.0 Research & Development 22.0 3 Life Sciences 1 381 2 Female 71 4 3 Manager 2 Divorced 11996 19100 7 Y No 18 3 2 80 1 10 6 2 7 7 6 2
55.0 No Travel_Rarely 282.0 Research & Development 2.0 2 Medical 1 1336 4 Female 58 1 5 Manager 3 Married 19187 6992 4 Y No 14 3 4 80 1 23 5 3 19 9 9 11
NaN No Travel_Frequently 146.0 Research & Development 2.0 4 Medical 1 1704 1 Male 79 2 1 Research Scientist 4 Single 4930 13970 0 Y Yes 14 3 3 80 0 6 2 4 5 4 1 4
30.0 Yes Travel_Frequently 464.0 Research & Development 4.0 3 Technical Degree 1 514 3 Male 40 3 1 Research Scientist 4 Single 2285 3427 9 Y Yes 23 4 3 80 0 3 4 3 1 0 0 0
45.0 No Non-Travel 1050.0 Sales 9.0 4 Life Sciences 1 1117 2 Female 65 2 2 Sales Executive 3 Married 5593 17970 1 Y No 13 3 4 80 1 15 2 3 15 10 4 12
39.0 No Non-Travel 105.0 Research & Development 9.0 3 Life Sciences 1 2022 4 Male 87 3 5 Manager 4 Single 19431 15302 2 Y No 13 3 3 80 0 21 3 2 6 0 1 3
29.0 No Travel_Rarely 144.0 Sales 10.0 1 Marketing 1 463 4 Female 39 2 2 Sales Executive 2 Divorced 8268 11866 1 Y Yes 14 3 1 80 2 7 2 3 7 7 1 7
NaN No Travel_Frequently 921.0 Research & Development 1.0 1 Medical 1 1068 1 Female 66 2 1 Research Scientist 3 Divorced 2007 25265 1 Y No 13 3 3 80 2 5 5 3 5 3 1 3
29.0 Yes Travel_Frequently 459.0 Research & Development 24.0 2 Life Sciences 1 1868 4 Male 73 2 1 Research Scientist 4 Single 2439 14753 1 Y Yes 24 4 2 80 0 1 3 2 1 0 1 0
43.0 No Travel_Frequently 957.0 Research & Development 28.0 3 Medical 1 171 2 Female 72 4 1 Research Scientist 3 Single 4739 16090 4 Y No 12 3 4 80 0 18 2 3 3 2 1 2
24.0 Yes Travel_Rarely 984.0 Research & Development 17.0 2 Life Sciences 1 1219 4 Female 97 3 1 Laboratory Technician 2 Married 2210 3372 1 Y No 13 3 1 80 1 1 3 1 1 0 0 0
NaN No Travel_Rarely 670.0 Research & Development 10.0 4 Medical 1 1587 1 Female 51 3 2 Healthcare Representative 3 Single 6142 4223 3 Y Yes 16 3 3 80 0 10 4 3 5 2 0 4
53.0 Yes Travel_Rarely 1168.0 Sales 24.0 4 Life Sciences 1 1968 1 Male 66 3 3 Sales Executive 1 Single 10448 5843 6 Y Yes 13 3 2 80 0 15 2 2 2 2 2 2
51.0 No Travel_Rarely 432.0 Research & Development 9.0 4 Life Sciences 1 116 4 Male 96 3 1 Laboratory Technician 4 Married 2075 18725 3 Y No 23 4 2 80 2 10 4 3 4 2 0 3
43.0 No Travel_Frequently 559.0 Research & Development 10.0 4 Life Sciences 1 448 3 Female 82 2 2 Laboratory Technician 3 Divorced 5257 6227 1 Y No 11 3 2 80 1 9 3 4 9 7 0 0
23.0 No Travel_Rarely 160.0 Research & Development 4.0 1 Medical 1 1735 3 Female 51 3 1 Laboratory Technician 2 Single 3295 12862 1 Y No 13 3 3 80 0 3 3 1 3 2 1 2
41.0 No Travel_Rarely 1276.0 Sales 2.0 5 Life Sciences 1 625 2 Female 91 3 4 Manager 1 Married 16595 5626 7 Y No 16 3 2 80 1 22 2 3 18 16 11 8
33.0 No Non-Travel 750.0 Sales 22.0 2 Marketing 1 160 3 Male 95 3 2 Sales Executive 2 Married 6146 15480 0 Y No 13 3 1 80 1 8 2 4 7 7 0 7
49.0 No Travel_Rarely 1495.0 Research & Development NaN 4 Technical Degree 1 1473 1 Male 96 3 2 Healthcare Representative 3 Married 6651 21534 2 Y No 14 3 2 80 1 20 0 2 3 2 1 2
33.0 No Travel_Rarely 589.0 Research & Development 28.0 4 Life Sciences 1 1549 2 Male 79 3 2 Laboratory Technician 3 Married 5207 22949 1 Y Yes 12 3 2 80 1 15 3 3 15 14 5 7
NaN No Travel_Rarely 750.0 Research & Development 28.0 3 Life Sciences 1 1596 2 Male 46 4 2 Laboratory Technician 3 Married 3407 25348 1 Y No 17 3 4 80 2 10 3 2 10 9 6 8
41.0 No Travel_Rarely 447.0 Research & Development NaN 3 Life Sciences 1 1814 2 Male 85 4 2 Healthcare Representative 2 Single 6870 15530 3 Y No 12 3 1 80 0 11 3 1 3 2 1 2
22.0 Yes Travel_Frequently 1256.0 Research & Development NaN 4 Life Sciences 1 1203 3 Male 48 2 1 Research Scientist 4 Married 2853 4223 0 Y Yes 11 3 2 80 1 1 5 3 0 0 0 0
29.0 No Travel_Rarely 1378.0 Research & Development 13.0 2 Other 1 2053 4 Male 46 2 2 Laboratory Technician 2 Married 4025 23679 4 Y Yes 13 3 1 80 1 10 2 3 4 3 0 3
50.0 No Travel_Rarely 264.0 Sales 9.0 3 Marketing 1 1591 3 Male 59 3 5 Manager 3 Married 19331 19519 4 Y Yes 16 3 3 80 1 27 2 3 1 0 0 0
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70760 6152 Bronze Active Marketing 2023-07-20 Active Employee TAX SubSL_1 Canada Toronto AI001 Leadership 2022-11-21
13437 9147 Gold Active Marketing 2023-06-01 Active Director Consulting SubSL_1 USA Toronto DS02 Leadership 2023-08-12
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53569 3904 Bronze Active Marketing 2022-11-03 Active Supervisor TAX SubSL_3 Canada Los Angeles AI001 Leadership 2023-06-30
83316 6759 Bronze Inactive Finance 2023-05-28 Active Supervisor TAX SubSL_2 UK Los Angeles DS02 Technology 2023-04-29
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83058 6538 Bronze Inactive Marketing 2022-11-28 Inactive Manager IT SubSL_1 USA Toronto AI001 Leadership 2023-07-18
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48311 4800 Bronze Inactive Data Strategy 2023-02-24 Inactive Director Consulting SubSL_3 Canada New York TAX01 Leadership 2023-06-01
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52683 4664 Gold Inactive Data Strategy 2023-06-08 Inactive Manager Audit SubSL_2 USA Toronto AI001 Technology 2022-10-13
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82813 7737 Gold Inactive IT 2023-08-19 Active Employee TAX SubSL_2 USA London TAX01 Technology 2023-08-12
21874 3121 Bronze Inactive IT 2022-12-29 Active Director Audit SubSL_3 UK Toronto BI002 Leadership 2022-11-07
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28951 2439 Bronze Inactive Data Strategy 2022-12-11 Inactive Manager Audit SubSL_1 USA Los Angeles AI001 Leadership 2023-04-10
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65743 8789 Bronze Active Data Strategy 2023-03-15 Inactive Director TAX SubSL_2 UK Toronto TAX01 Business 2023-06-10
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13464 6919 Gold Inactive Data Strategy 2023-01-30 Active Director IT SubSL_1 Canada New York DS02 Leadership 2023-02-02
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68248 1315 Bronze Active HR 2023-07-24 Active Manager IT SubSL_3 Canada New York TAX01 Technology 2022-09-21
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92170 8381 Bronze Active Data Strategy 2023-01-07 Active Director Audit SubSL_1 UK New York TAX01 Leadership 2022-11-12
30901 8342 Bronze Active IT 2023-06-11 Inactive Director Consulting SubSL_3 UK Los Angeles TAX01 Business 2023-06-19
51725 3164 Bronze Inactive Data Strategy 2023-04-10 Active Supervisor Consulting SubSL_1 Canada Los Angeles DS02 Technology 2023-07-25
82779 2020 Bronze Active IT 2023-01-11 Active Manager RMS SubSL_2 UK London DS02 Technology 2023-04-11
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17441 7240 Bronze Inactive HR 2023-05-19 Active Employee RMS SubSL_1 Canada Los Angeles TAX01 Leadership 2023-08-16
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18146 9505 Bronze Active Finance 2023-05-24 Inactive Supervisor IT SubSL_1 UK Los Angeles DS02 Leadership 2022-10-21
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47821 2578 Gold Active HR 2023-05-12 Active Supervisor IT SubSL_2 USA London AI001 Leadership 2023-09-18
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36675 5531 Bronze Inactive Finance 2022-10-03 Active Supervisor Audit SubSL_1 Canada New York AI001 Technology 2023-08-27
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66853 6414 Bronze Active Finance 2023-02-11 Inactive Manager Audit SubSL_2 Canada London TAX01 Technology 2023-07-19
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54045 3950 Gold Inactive HR 2022-12-12 Inactive Director Consulting SubSL_3 Canada London DS02 Technology 2023-08-15
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22791 3335 Gold Active HR 2023-06-22 Active Supervisor Audit SubSL_2 Canada Los Angeles AI001 Leadership 2022-09-21
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20833 9622 Bronze Inactive Data Strategy 2023-05-14 Inactive Director Audit SubSL_3 USA Toronto DS02 Technology 2023-07-13
45478 3940 Gold Inactive Finance 2022-10-25 Active Supervisor IT SubSL_1 USA Los Angeles BI002 Business 2023-05-13
49548 2429 Platinum Active IT 2023-02-09 Inactive Director RMS SubSL_3 Canada New York AI001 Business 2023-01-07
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70137 4075 Bronze Active Data Strategy 2023-04-10 Inactive Employee Audit SubSL_1 UK Los Angeles BI002 Business 2022-12-06
18012 8085 Gold Active HR 2022-10-07 Active Supervisor Consulting SubSL_1 Canada Los Angeles AI001 Business 2022-11-06
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68671 1819 Silver Inactive Marketing 2022-11-14 Inactive Manager TAX SubSL_3 UK London AI001 Technology 2023-04-29
78431 6378 Bronze Active Data Strategy 2022-10-08 Active Employee Consulting SubSL_1 Canada Toronto DS02 Leadership 2023-02-26
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68481 4023 Gold Active Finance 2023-08-25 Inactive Manager Consulting SubSL_1 Canada New York AI001 Leadership 2023-09-07
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46638 3721 Gold Active IT 2023-08-18 Inactive Director TAX SubSL_3 USA New York DS02 Technology 2022-11-14
42384 7639 Bronze Inactive IT 2023-08-03 Active Supervisor Audit SubSL_3 USA Los Angeles BI002 NaN 2022-11-29
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51770 1774 Bronze Active IT 2023-02-08 Inactive Supervisor IT SubSL_2 USA London TAX01 Technology 2023-05-13
55933 2066 Platinum Active IT 2023-05-30 Active Supervisor IT SubSL_3 Canada Los Angeles TAX01 NaN 2023-01-13
85305 4396 Gold Inactive Marketing 2023-07-06 Active Employee RMS SubSL_2 Canada London BI002 Technology 2023-09-17
98197 8087 Bronze Inactive Finance 2023-06-18 Inactive Manager RMS SubSL_3 USA New York BI002 Business 2023-01-19
24860 6387 Platinum Inactive Marketing 2022-10-18 Active Director IT SubSL_2 Canada Los Angeles AI001 Technology 2022-12-27
53995 5781 Bronze Inactive IT 2023-06-03 Inactive Supervisor TAX SubSL_1 USA New York TAX01 Leadership 2023-03-09
41556 7223 Gold Active IT 2023-05-29 Inactive Director RMS SubSL_1 USA Toronto TAX01 Leadership 2023-05-04
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43004 3418 Gold Inactive HR 2022-10-15 Inactive Supervisor Audit SubSL_3 UK London BI002 NaN 2023-05-13
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48251 7591 Gold Inactive Marketing 2023-04-09 Inactive Employee Consulting SubSL_1 UK Los Angeles DS02 Technology 2023-09-08
85861 4292 Gold Inactive HR 2022-12-28 Inactive Employee Audit SubSL_3 Canada Los Angeles AI001 Technology 2023-04-18
74581 7736 Gold Active HR 2022-11-18 Inactive Supervisor IT SubSL_2 Canada New York BI002 Leadership 2022-12-04
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63080 3501 Gold Inactive HR 2022-12-22 Inactive Manager Consulting SubSL_1 Canada New York TAX01 Leadership 2023-07-08
47800 8484 Gold Active Finance 2023-05-16 Inactive Employee TAX SubSL_2 UK Toronto DS02 Technology 2022-10-14
70903 3343 Platinum Active IT 2023-08-29 Active Employee TAX SubSL_2 UK Los Angeles AI001 Leadership 2023-06-10
41561 9010 Gold Active Marketing 2022-09-27 Inactive Director IT SubSL_1 Canada Toronto BI002 Leadership 2023-07-20
94094 4568 Bronze Active IT 2023-05-24 Active Director TAX SubSL_3 UK Toronto TAX01 Leadership 2022-10-13
21059 7105 Platinum Inactive Marketing 2023-01-11 Active Supervisor TAX SubSL_3 Canada Toronto TAX01 Leadership 2023-08-21
52673 6896 Platinum Active IT 2022-10-18 Active Director Consulting SubSL_2 UK Los Angeles TAX01 Leadership 2023-02-25
93395 5921 Bronze Active Data Strategy 2023-03-22 Inactive Manager IT SubSL_1 UK London BI002 Leadership 2023-01-09
57291 7300 Platinum Active IT 2022-11-08 Inactive Employee IT SubSL_2 USA Toronto TAX01 Business 2023-04-23
79746 7667 Silver Inactive Data Strategy 2022-11-14 Active Employee TAX SubSL_1 Canada Los Angeles TAX01 NaN 2023-09-14
93628 9632 Platinum Inactive HR 2023-04-04 Inactive Supervisor RMS SubSL_2 Canada Los Angeles BI002 Leadership 2022-12-06
60363 1098 Platinum Active Data Strategy 2023-02-20 Active Employee TAX SubSL_2 Canada London TAX01 Leadership 2023-06-08
79121 5810 Bronze Active HR 2023-03-16 Inactive Manager RMS SubSL_3 Canada Los Angeles AI001 Business 2022-10-07
82577 9689 Gold Inactive Finance 2023-02-02 Inactive Employee TAX SubSL_3 Canada Toronto BI002 Technology 2022-11-01
29484 1601 Platinum Active Data Strategy 2023-04-05 Active Employee TAX SubSL_1 USA Los Angeles TAX01 Leadership 2023-08-09
23454 1806 Gold Inactive Finance 2023-04-22 Inactive Manager RMS SubSL_3 USA London TAX01 Leadership 2023-08-27
78659 5928 Platinum Inactive Data Strategy 2023-08-13 Inactive Manager Consulting SubSL_2 USA New York AI001 NaN 2023-02-28
90326 5831 Silver Active HR 2022-12-06 Inactive Supervisor Audit SubSL_3 Canada Toronto BI002 Business 2023-01-29
81451 1417 Bronze Active Data Strategy 2022-10-05 Active Supervisor RMS SubSL_2 USA Los Angeles AI001 Leadership 2022-12-27
30237 9369 Bronze Inactive Data Strategy 2023-01-11 Inactive Director Consulting SubSL_1 USA New York DS02 Leadership 2023-05-08
46737 4946 Platinum Active Finance 2023-08-17 Inactive Supervisor IT SubSL_1 Canada Los Angeles DS02 Business 2023-06-28
29688 1802 Gold Active Finance 2023-03-30 Inactive Manager IT SubSL_1 USA Toronto BI002 NaN 2023-08-14
55607 7791 Silver Active HR 2023-06-13 Active Employee Consulting SubSL_1 UK Los Angeles AI001 Technology 2023-07-06
15269 8124 Silver Inactive Marketing 2023-08-09 Active Employee TAX SubSL_2 Canada London AI001 Leadership 2022-11-23
82309 7744 Silver Inactive Data Strategy 2023-07-28 Active Manager Audit SubSL_3 Canada Los Angeles BI002 Leadership 2023-02-04
46743 2787 Bronze Active Data Strategy 2022-11-20 Inactive Employee TAX SubSL_3 USA London BI002 Leadership 2023-08-10
81355 6443 Gold Active Data Strategy 2023-01-25 Inactive Director RMS SubSL_2 UK Toronto TAX01 Business 2023-01-26
72638 5871 Gold Inactive Finance 2022-10-11 Inactive Director RMS SubSL_3 USA New York BI002 Business 2023-01-29
99676 2738 Silver Active Data Strategy 2022-10-29 Inactive Supervisor Consulting SubSL_1 USA Los Angeles DS02 NaN 2023-03-11
12661 3512 Bronze Active Finance 2023-01-13 Active Director RMS SubSL_3 UK London AI001 NaN 2023-09-06
66761 2913 Silver Inactive Finance 2023-02-22 Inactive Employee TAX SubSL_3 UK Los Angeles DS02 Technology 2023-06-24
17886 6436 Silver Active Marketing 2023-06-25 Inactive Director IT SubSL_1 USA New York TAX01 Business 2023-02-11
83591 9615 Silver Inactive Marketing 2023-03-30 Inactive Employee Audit SubSL_2 UK New York DS02 Business 2023-03-12
86651 2135 Silver Active Finance 2023-02-05 Active Supervisor Consulting SubSL_2 UK New York AI001 Technology 2023-04-23
50303 6368 Silver Inactive IT 2023-02-26 Active Manager Consulting SubSL_2 USA Toronto BI002 Technology 2023-03-05
17162 6596 Silver Active Marketing 2023-05-21 Active Manager IT SubSL_1 UK London AI001 Leadership 2023-09-02
23826 2725 Platinum Inactive Data Strategy 2023-07-10 Active Employee RMS SubSL_3 Canada Los Angeles TAX01 Business 2022-10-21
56621 7422 Bronze Active Data Strategy 2023-03-15 Active Supervisor Consulting SubSL_2 UK New York BI002 Technology 2022-11-22
55869 8883 Gold Inactive Finance 2023-01-15 Active Manager RMS SubSL_2 UK London TAX01 Leadership 2022-12-15
54848 2074 Gold Active Marketing 2023-07-04 Active Employee Consulting SubSL_2 USA New York DS02 Business 2023-05-06
46072 5935 Platinum Active Data Strategy 2022-12-05 Inactive Manager Consulting SubSL_1 USA Los Angeles AI001 NaN 2023-02-16
60720 2217 Platinum Active Finance 2022-11-05 Inactive Employee TAX SubSL_1 Canada New York DS02 Technology 2023-08-07
49150 5498 Gold Inactive HR 2023-01-15 Inactive Employee IT SubSL_2 Canada Toronto TAX01 Leadership 2023-09-12
62828 3833 Platinum Inactive Data Strategy 2023-01-30 Active Director RMS SubSL_1 Canada Los Angeles TAX01 Leadership 2023-09-12
57459 3758 Bronze Active Data Strategy 2022-11-28 Inactive Employee Audit SubSL_3 UK London AI001 Business 2022-09-23
78682 7588 Silver Inactive Data Strategy 2023-02-08 Active Manager Consulting SubSL_1 Canada New York AI001 NaN 2023-04-30
56732 2789 Gold Inactive HR 2022-09-21 Inactive Employee TAX SubSL_3 USA New York BI002 NaN 2022-11-24
26927 8461 Silver Active Marketing 2023-07-28 Inactive Manager TAX SubSL_3 UK Los Angeles BI002 NaN 2022-11-09
52844 6574 Platinum Inactive Marketing 2023-03-27 Inactive Director TAX SubSL_3 UK London BI002 NaN 2023-05-10
34584 3332 Gold Active Data Strategy 2022-11-21 Active Director Consulting SubSL_2 UK New York AI001 Leadership 2022-12-15
37932 8145 Silver Active Marketing 2022-11-09 Active Manager Consulting SubSL_1 Canada New York DS02 Leadership 2023-04-22
17515 4667 Gold Active HR 2023-02-14 Inactive Supervisor TAX SubSL_1 UK London BI002 NaN 2023-08-19
31471 2528 Platinum Active Marketing 2022-12-12 Inactive Manager Consulting SubSL_2 Canada New York DS02 Technology 2022-10-31
20829 5911 Gold Inactive Data Strategy 2023-06-26 Active Director Audit SubSL_1 UK Los Angeles DS02 Leadership 2023-08-16
43722 3307 Platinum Active HR 2022-11-03 Active Director TAX SubSL_3 USA New York AI001 Technology 2022-10-16
87788 2261 Gold Inactive Marketing 2022-11-05 Inactive Supervisor TAX SubSL_2 USA London AI001 Business 2023-07-29
58773 9185 Platinum Active Marketing 2022-11-16 Active Director TAX SubSL_2 Canada Los Angeles DS02 Business 2022-11-25
95883 3860 Bronze Inactive Data Strategy 2023-02-02 Active Supervisor TAX SubSL_2 Canada Los Angeles AI001 Business 2023-07-21
35191 6104 Platinum Active IT 2023-02-18 Active Manager Consulting SubSL_1 Canada Toronto AI001 NaN 2023-06-26
39610 3655 Bronze Active HR 2023-05-21 Inactive Supervisor Consulting SubSL_3 Canada Toronto DS02 Business 2023-09-17
89110 8640 Silver Inactive IT 2022-12-26 Active Supervisor IT SubSL_2 UK Toronto BI002 Leadership 2022-12-23
86377 4405 Platinum Inactive IT 2023-02-28 Inactive Supervisor RMS SubSL_2 UK Toronto DS02 NaN 2023-07-27
35337 7082 Platinum Inactive Finance 2023-02-28 Inactive Supervisor Audit SubSL_2 Canada London DS02 NaN 2023-03-17
85606 4479 Gold Active HR 2023-08-06 Active Supervisor Audit SubSL_2 Canada Los Angeles TAX01 Technology 2023-01-21
16294 4676 Bronze Active Marketing 2022-09-20 Active Supervisor TAX SubSL_2 USA London DS02 Technology 2023-07-06
88784 8423 Platinum Active Data Strategy 2022-12-20 Inactive Director IT SubSL_3 Canada Toronto AI001 Business 2023-04-04
47394 1097 Platinum Active IT 2022-11-22 Inactive Supervisor TAX SubSL_1 Canada Toronto DS02 Business 2023-07-09
24305 8475 Gold Inactive Data Strategy 2023-07-31 Inactive Supervisor Audit SubSL_2 UK Los Angeles AI001 Technology 2023-01-14
65269 9313 Gold Inactive Data Strategy 2022-11-04 Active Employee Consulting SubSL_3 USA New York BI002 Business 2023-09-10
27472 9378 Gold Active Marketing 2022-12-26 Active Manager RMS SubSL_1 Canada New York AI001 NaN 2023-04-20
84742 1466 Gold Active Data Strategy 2023-09-10 Active Director IT SubSL_2 UK Toronto TAX01 Technology 2023-06-10
76538 5074 Silver Active HR 2023-06-27 Active Manager Audit SubSL_3 Canada New York AI001 NaN 2023-01-06
78652 7955 Platinum Active IT 2023-04-10 Active Employee Audit SubSL_3 USA London AI001 Leadership 2022-11-16
26971 5935 Platinum Active HR 2023-04-20 Active Employee Audit SubSL_3 Canada Toronto AI001 Technology 2022-11-03
21099 8808 Platinum Inactive IT 2023-01-08 Active Employee RMS SubSL_3 USA Los Angeles DS02 NaN 2023-05-02
84818 2039 Bronze Inactive Marketing 2023-07-16 Active Employee IT SubSL_3 Canada New York DS02 NaN 2023-09-16
53247 3849 Bronze Active Marketing 2023-07-18 Active Supervisor TAX SubSL_1 USA London AI001 NaN 2022-09-24
13977 4626 Gold Inactive Finance 2022-11-05 Active Manager RMS SubSL_2 USA New York AI001 Technology 2022-10-24
44036 4581 Silver Active Marketing 2022-11-08 Active Director Audit SubSL_1 Canada New York TAX01 Technology 2023-02-21
25166 4291 Bronze Active Data Strategy 2023-06-21 Inactive Director Consulting SubSL_3 USA Toronto DS02 NaN 2023-02-20
73658 1822 Platinum Active Data Strategy 2023-06-30 Inactive Manager Consulting SubSL_3 UK New York TAX01 NaN 2022-12-25
14678 7391 Bronze Active Finance 2023-09-05 Inactive Director Audit SubSL_3 UK Los Angeles TAX01 Leadership 2023-04-03
93326 6109 Gold Inactive Finance 2022-12-31 Active Supervisor TAX SubSL_1 USA London TAX01 NaN 2022-11-12
68432 8184 Gold Active Finance 2023-09-02 Inactive Manager Audit SubSL_1 UK New York DS02 Technology 2023-02-06
22559 8078 Gold Inactive IT 2023-06-11 Active Director IT SubSL_1 USA New York TAX01 Leadership 2022-12-05
87228 5282 Gold Inactive Marketing 2023-01-01 Active Employee Audit SubSL_1 UK London BI002 NaN 2023-06-24
55269 1457 Silver Inactive Data Strategy 2023-03-21 Active Director Consulting SubSL_2 Canada Los Angeles DS02 NaN 2023-07-03
90892 4335 Bronze Active IT 2023-06-26 Inactive Director Audit SubSL_1 UK Los Angeles AI001 NaN 2023-01-16
43078 2191 Platinum Active IT 2022-11-17 Active Employee Consulting SubSL_1 Canada New York DS02 NaN 2023-05-09
41872 9672 Platinum Active Marketing 2023-08-03 Active Employee RMS SubSL_2 Canada New York AI001 Technology 2022-10-18
26033 7581 Bronze Active Finance 2023-04-06 Active Director Consulting SubSL_2 Canada Los Angeles BI002 NaN 2023-05-23
19204 7452 Silver Active HR 2023-01-17 Inactive Supervisor Consulting SubSL_3 Canada Los Angeles TAX01 Technology 2022-09-22
25254 6913 Silver Active IT 2023-05-26 Active Manager RMS SubSL_1 UK New York TAX01 Leadership 2023-02-26
72605 2352 Bronze Inactive Finance 2023-05-03 Active Director Audit SubSL_3 USA Los Angeles AI001 Leadership 2023-03-07
64665 7122 Platinum Inactive IT 2023-08-04 Active Director RMS SubSL_2 Canada New York DS02 Technology 2023-08-28
56684 2399 Silver Inactive Data Strategy 2023-03-09 Inactive Director Audit SubSL_2 USA New York AI001 Business 2022-11-12
29376 7331 Silver Active HR 2023-02-28 Inactive Employee Consulting SubSL_3 USA London TAX01 Business 2023-06-12
39727 8441 Bronze Active Marketing 2023-05-11 Inactive Supervisor TAX SubSL_3 UK Los Angeles DS02 NaN 2023-03-29
26688 6157 Silver Active IT 2023-05-18 Inactive Employee Consulting SubSL_1 USA London DS02 Technology 2023-05-28
97017 7822 Platinum Inactive IT 2023-08-17 Active Director IT SubSL_1 Canada Toronto TAX01 Technology 2023-03-10
76096 4960 Silver Active Data Strategy 2022-11-24 Active Employee Audit SubSL_1 Canada Toronto DS02 Business 2023-06-01
35682 7626 Silver Active HR 2023-08-31 Inactive Employee RMS SubSL_2 Canada Los Angeles BI002 NaN 2023-01-25
27085 3487 Gold Inactive Marketing 2023-03-11 Inactive Manager TAX SubSL_2 Canada Los Angeles AI001 Business 2022-12-27
31580 6079 Silver Active Data Strategy 2023-04-29 Active Supervisor TAX SubSL_3 UK New York BI002 Business 2023-02-05
70968 5759 Gold Active Marketing 2023-04-09 Active Supervisor Consulting SubSL_1 UK London DS02 NaN 2022-11-16
61388 5249 Gold Active Marketing 2023-04-23 Active Employee TAX SubSL_3 UK Toronto AI001 Technology 2023-08-29
93755 8022 Gold Active Finance 2023-03-06 Active Employee IT SubSL_2 Canada New York BI002 Technology 2022-11-26
89111 6814 Platinum Inactive Marketing 2023-07-27 Active Director TAX SubSL_1 USA New York AI001 Technology 2023-05-14
29502 9783 Bronze Active HR 2023-05-17 Active Manager RMS SubSL_2 UK Toronto DS02 Business 2023-03-22
60957 9915 Bronze Active HR 2022-12-10 Inactive Supervisor TAX SubSL_2 Canada Los Angeles TAX01 Technology 2023-07-05
29227 5983 Gold Active Data Strategy 2023-02-23 Inactive Manager IT SubSL_1 UK Toronto TAX01 Technology 2023-01-13
89837 4662 Silver Inactive HR 2023-07-15 Inactive Employee TAX SubSL_3 UK Toronto BI002 Technology 2023-07-24
87309 9446 Silver Active Finance 2023-04-20 Active Manager Consulting SubSL_2 USA Toronto TAX01 Technology 2023-01-28
48284 9026 Silver Inactive Marketing 2022-11-22 Active Director IT SubSL_1 UK Toronto DS02 Leadership 2022-10-05
79246 2261 Silver Active HR 2023-07-08 Active Employee TAX SubSL_2 USA Toronto AI001 Technology 2023-01-07
48985 5597 Platinum Active Finance 2022-11-06 Inactive Supervisor TAX SubSL_3 USA Los Angeles AI001 Leadership 2023-05-07
64214 4310 Bronze Inactive Marketing 2023-03-07 Active Employee IT SubSL_2 UK New York BI002 Business 2023-06-10
99333 4597 Platinum Active Data Strategy 2023-09-18 Active Employee TAX SubSL_3 USA Toronto BI002 NaN 2023-07-13
40545 2448 Silver Inactive Marketing 2023-03-15 Active Director Audit SubSL_1 Canada Los Angeles TAX01 NaN 2022-10-04
87233 3198 Bronze Inactive Finance 2023-04-29 Inactive Director Audit SubSL_2 Canada Toronto BI002 NaN 2023-09-07
39539 5014 Bronze Inactive IT 2022-12-05 Inactive Employee Consulting SubSL_1 UK London BI002 NaN 2023-05-03
89435 1308 Gold Inactive IT 2023-09-12 Active Employee TAX SubSL_1 UK New York AI001 NaN 2023-01-09
31278 4148 Platinum Active IT 2023-07-24 Inactive Director Consulting SubSL_3 USA New York DS02 NaN 2022-09-22
44039 6682 Silver Inactive Marketing 2023-04-08 Active Manager TAX SubSL_2 UK Los Angeles DS02 Business 2023-09-16
22809 4610 Silver Inactive Marketing 2023-04-08 Active Employee RMS SubSL_3 USA Toronto DS02 Business 2023-03-14
96921 1003 Bronze Active Finance 2023-05-16 Inactive Employee TAX SubSL_1 Canada Los Angeles DS02 Technology 2023-09-19
28346 8164 Gold Inactive Data Strategy 2023-08-02 Inactive Director RMS SubSL_2 Canada London TAX01 Technology 2023-07-29
97341 4582 Silver Active Finance 2023-08-06 Active Manager TAX SubSL_3 UK London TAX01 Leadership 2022-10-30
53312 1953 Gold Active Finance 2023-09-15 Inactive Director TAX SubSL_1 Canada London DS02 Business 2022-12-06
32728 8681 Platinum Active Data Strategy 2023-08-28 Active Manager Audit SubSL_1 UK Toronto BI002 Leadership 2023-04-05
56525 5821 Platinum Active Marketing 2023-03-26 Active Employee Audit SubSL_1 Canada New York TAX01 Business 2023-05-23
36131 7538 Gold Active Finance 2022-12-03 Active Director TAX SubSL_1 UK London AI001 Business 2022-12-16
79481 5037 Gold Inactive Marketing 2023-08-24 Active Supervisor Consulting SubSL_1 UK Los Angeles AI001 Business 2022-12-25
73265 4414 Bronze Active Finance 2023-02-20 Inactive Director Consulting SubSL_1 UK London DS02 Leadership 2023-07-04
35355 6345 Bronze Active Finance 2023-03-29 Inactive Manager RMS SubSL_1 Canada Toronto TAX01 NaN 2023-08-13
55615 3309 Gold Inactive Finance 2023-06-16 Active Supervisor Consulting SubSL_1 Canada Los Angeles DS02 Leadership 2023-06-08
77462 2651 Bronze Inactive HR 2023-08-25 Active Employee Consulting SubSL_1 Canada Los Angeles AI001 Technology 2023-05-01
71884 6782 Bronze Active Data Strategy 2022-11-25 Inactive Manager RMS SubSL_2 UK Toronto DS02 Technology 2023-06-08
91482 3364 Bronze Active Data Strategy 2023-04-30 Active Manager Audit SubSL_1 Canada London BI002 Technology 2023-04-01
88502 6020 Silver Active HR 2023-03-05 Active Manager IT SubSL_2 UK Toronto AI001 Leadership 2022-10-27
47709 9469 Gold Inactive HR 2023-06-15 Inactive Manager TAX SubSL_1 UK Toronto BI002 Leadership 2023-08-14
14533 9349 Platinum Inactive HR 2022-12-07 Active Supervisor Audit SubSL_2 UK New York BI002 NaN 2023-05-19
48480 5729 Bronze Inactive IT 2023-04-14 Inactive Supervisor RMS SubSL_3 USA Toronto DS02 Leadership 2023-08-22
92393 1521 Gold Inactive Marketing 2023-07-05 Inactive Director RMS SubSL_1 Canada Toronto BI002 Business 2023-06-10
83693 4101 Platinum Inactive IT 2023-01-11 Inactive Manager Audit SubSL_1 USA New York AI001 Technology 2023-01-23
94014 2005 Silver Active Finance 2023-03-28 Active Director IT SubSL_1 UK New York TAX01 NaN 2023-06-02
11245 7586 Platinum Inactive Finance 2023-05-13 Inactive Director Consulting SubSL_2 Canada New York DS02 Business 2023-07-09
15669 4126 Silver Inactive HR 2023-01-16 Active Supervisor Consulting SubSL_2 Canada Toronto TAX01 Leadership 2023-06-24
29074 8097 Bronze Inactive HR 2022-10-23 Active Employee TAX SubSL_2 UK Toronto BI002 NaN 2022-11-07
58077 3607 Platinum Inactive Finance 2022-11-11 Inactive Director Consulting SubSL_3 UK London AI001 Business 2022-12-28
88983 9589 Silver Active Finance 2023-01-19 Inactive Director Consulting SubSL_2 USA New York BI002 Business 2022-11-18
26807 2831 Silver Active IT 2022-09-20 Inactive Director RMS SubSL_3 Canada Toronto TAX01 Technology 2023-03-27
25019 5192 Platinum Active Marketing 2023-04-27 Inactive Manager Audit SubSL_2 USA Los Angeles TAX01 Technology 2023-04-17
73441 4677 Silver Active Data Strategy 2023-05-30 Inactive Employee Consulting SubSL_1 UK London BI002 Business 2022-09-30
99694 4492 Bronze Active Finance 2023-01-13 Inactive Director TAX SubSL_1 USA New York DS02 Technology 2023-01-30
96958 4200 Silver Inactive Data Strategy 2022-12-16 Inactive Supervisor RMS SubSL_3 USA New York AI001 Technology 2023-07-28
58013 6818 Silver Inactive HR 2022-09-25 Inactive Employee Audit SubSL_2 UK Los Angeles BI002 Technology 2023-08-12
19952 9374 Silver Active Finance 2023-08-11 Active Manager TAX SubSL_2 UK Toronto TAX01 NaN 2022-11-16
68819 4717 Silver Inactive Data Strategy 2022-10-15 Inactive Director RMS SubSL_1 Canada London DS02 Technology 2023-03-06
52989 4035 Platinum Inactive Marketing 2023-03-13 Inactive Manager IT SubSL_3 Canada New York TAX01 Business 2023-07-02
25745 9572 Silver Active Marketing 2022-11-03 Inactive Manager Consulting SubSL_1 USA Toronto TAX01 Business 2023-03-06
42140 2484 Gold Active Data Strategy 2023-05-04 Inactive Director IT SubSL_1 UK London DS02 Technology 2023-09-11
47305 2005 Gold Inactive IT 2023-06-13 Active Manager IT SubSL_3 USA Los Angeles BI002 NaN 2023-03-16
66405 1104 Silver Inactive Data Strategy 2022-10-15 Active Director RMS SubSL_3 USA Los Angeles DS02 NaN 2023-03-16
34921 4431 Silver Inactive Finance 2023-02-17 Active Manager Audit SubSL_3 UK Los Angeles AI001 Business 2022-12-25
41361 3010 Bronze Inactive IT 2023-08-05 Inactive Director TAX SubSL_1 Canada London BI002 Technology 2023-07-10
64164 6415 Silver Inactive HR 2023-02-07 Active Manager Consulting SubSL_3 Canada London AI001 Business 2022-11-24
62139 7908 Platinum Inactive IT 2023-03-09 Inactive Supervisor IT SubSL_1 USA London DS02 NaN 2022-11-19
67106 2369 Bronze Active Finance 2023-08-30 Inactive Supervisor TAX SubSL_3 UK Los Angeles TAX01 Business 2023-07-24
60631 1441 Bronze Inactive Marketing 2023-02-21 Inactive Manager Audit SubSL_2 USA Toronto AI001 Leadership 2022-09-25
70903 4417 Gold Inactive Finance 2023-01-28 Active Employee Audit SubSL_3 UK Los Angeles AI001 Business 2023-08-22
58002 7893 Silver Active Data Strategy 2023-08-22 Inactive Supervisor RMS SubSL_1 Canada Los Angeles BI002 NaN 2023-05-21
94935 3702 Silver Active Marketing 2022-09-19 Active Manager Audit SubSL_2 UK London AI001 Business 2023-03-22
33910 6136 Platinum Active IT 2023-09-02 Active Supervisor RMS SubSL_3 USA Los Angeles BI002 NaN 2022-12-31
75657 1379 Gold Inactive Finance 2023-06-28 Inactive Director Consulting SubSL_1 UK London AI001 Technology 2023-08-31
32249 9287 Bronze Active Data Strategy 2023-01-03 Inactive Manager IT SubSL_2 UK London DS02 Leadership 2023-09-16
64664 9556 Silver Active Data Strategy 2023-08-16 Inactive Director Consulting SubSL_3 Canada New York DS02 Leadership 2022-12-02
33937 8278 Silver Inactive Marketing 2022-10-21 Active Supervisor RMS SubSL_1 Canada New York BI002 NaN 2023-03-18
37259 6949 Bronze Active IT 2023-04-13 Inactive Employee TAX SubSL_2 UK London TAX01 Technology 2023-01-16
14574 3373 Gold Inactive Marketing 2023-01-31 Active Supervisor TAX SubSL_2 UK Los Angeles AI001 Leadership 2023-09-09
99607 7619 Platinum Inactive HR 2023-03-23 Active Manager TAX SubSL_2 UK London AI001 Leadership 2022-11-27
30263 6124 Silver Active Marketing 2023-06-14 Inactive Supervisor IT SubSL_1 Canada Los Angeles AI001 Leadership 2023-05-27
55985 7400 Bronze Active IT 2023-05-12 Active Manager Consulting SubSL_1 Canada Los Angeles DS02 NaN 2023-04-11
28641 3047 Silver Active Marketing 2023-03-05 Active Manager IT SubSL_2 UK Toronto DS02 Business 2022-11-01
40658 3885 Gold Active IT 2023-07-03 Inactive Director IT SubSL_1 Canada New York DS02 Business 2023-05-06
70383 1923 Bronze Inactive Marketing 2023-08-06 Inactive Director IT SubSL_1 UK London AI001 NaN 2023-04-19
60811 1191 Platinum Inactive Finance 2023-04-03 Active Supervisor Audit SubSL_2 UK Los Angeles BI002 Leadership 2022-12-13
47208 6136 Platinum Active Data Strategy 2023-04-10 Inactive Manager IT SubSL_3 UK London DS02 Technology 2023-06-21
59960 7884 Platinum Active Marketing 2023-03-11 Inactive Manager Audit SubSL_3 USA New York TAX01 NaN 2023-08-30
24104 4491 Silver Active Data Strategy 2023-08-15 Inactive Employee IT SubSL_1 Canada New York DS02 Leadership 2023-04-28
36667 6875 Bronze Active IT 2023-06-30 Active Employee IT SubSL_1 USA London BI002 Leadership 2023-01-17
72744 1845 Platinum Inactive IT 2022-12-20 Active Manager IT SubSL_3 Canada New York TAX01 NaN 2023-08-30
96446 8191 Silver Inactive HR 2023-03-14 Active Employee IT SubSL_3 UK Los Angeles TAX01 NaN 2023-01-12
84961 1000 Silver Active Data Strategy 2022-10-01 Inactive Supervisor Audit SubSL_3 UK Toronto TAX01 Leadership 2023-02-27
68166 9893 Platinum Active Finance 2022-12-06 Active Director Consulting SubSL_3 UK New York DS02 Technology 2023-04-01
27834 8881 Bronze Inactive Data Strategy 2023-06-27 Inactive Manager TAX SubSL_2 UK London BI002 NaN 2023-01-11
71885 4282 Bronze Inactive Marketing 2023-09-01 Active Manager IT SubSL_1 Canada New York TAX01 Technology 2022-12-19
22170 4737 Gold Active HR 2023-01-11 Active Supervisor Audit SubSL_1 UK New York AI001 Technology 2022-11-23
74894 9336 Silver Inactive Marketing 2023-06-19 Inactive Director TAX SubSL_2 Canada Toronto AI001 Business 2022-09-30
53126 1485 Platinum Active Marketing 2023-02-14 Inactive Supervisor Audit SubSL_3 USA Los Angeles BI002 NaN 2023-07-04
18114 8917 Silver Inactive HR 2022-11-27 Inactive Director Consulting SubSL_3 USA Los Angeles DS02 Business 2023-03-01
39751 7382 Silver Active HR 2022-11-18 Inactive Employee IT SubSL_2 UK London AI001 Technology 2023-04-14
74281 1714 Bronze Inactive Data Strategy 2023-07-18 Active Supervisor TAX SubSL_1 USA New York AI001 Technology 2023-04-27
77130 9251 Platinum Active HR 2023-03-04 Active Employee IT SubSL_3 Canada New York DS02 Technology 2023-08-31
51064 6939 Platinum Active Data Strategy 2023-07-01 Active Director Consulting SubSL_3 Canada Toronto DS02 Leadership 2023-03-28
96488 9605 Gold Inactive IT 2023-05-16 Active Supervisor Audit SubSL_3 USA New York BI002 Leadership 2023-08-08
19255 6959 Gold Active HR 2023-03-29 Active Director TAX SubSL_3 UK New York AI001 Technology 2022-11-29
82951 6558 Bronze Inactive IT 2022-12-14 Active Supervisor Audit SubSL_2 USA Toronto BI002 Technology 2022-09-28
80409 7561 Platinum Inactive Marketing 2023-01-16 Active Director IT SubSL_3 UK Los Angeles BI002 Leadership 2022-10-21
93492 2495 Bronze Inactive HR 2023-07-22 Inactive Supervisor RMS SubSL_2 UK Los Angeles TAX01 Leadership 2023-02-07
68960 9543 Platinum Inactive IT 2023-05-24 Active Manager TAX SubSL_1 Canada Los Angeles AI001 Business 2023-06-11
75967 9153 Platinum Active HR 2022-10-24 Inactive Director RMS SubSL_3 Canada Toronto BI002 Technology 2023-01-16
14054 1337 Gold Inactive Finance 2022-09-23 Inactive Director TAX SubSL_3 USA Los Angeles DS02 Technology 2022-10-07
44072 3054 Silver Active Finance 2023-06-14 Inactive Supervisor Audit SubSL_3 UK New York BI002 NaN 2023-07-22
96524 7013 Platinum Inactive Data Strategy 2023-04-20 Inactive Employee RMS SubSL_2 USA Los Angeles DS02 Business 2022-12-17
73972 5168 Platinum Inactive Marketing 2022-12-14 Active Supervisor RMS SubSL_3 UK London AI001 Business 2023-04-13
38480 7787 Bronze Inactive Data Strategy 2023-02-28 Inactive Supervisor TAX SubSL_2 Canada Toronto TAX01 Business 2023-02-22
54719 5008 Silver Inactive IT 2022-10-06 Inactive Manager Audit SubSL_2 USA London DS02 Technology 2023-07-21
11183 4098 Platinum Inactive IT 2022-11-16 Active Director RMS SubSL_2 UK Los Angeles TAX01 Leadership 2022-10-04
62030 7524 Silver Inactive Marketing 2023-05-13 Active Manager RMS SubSL_2 Canada New York DS02 Leadership 2022-12-02
91167 6950 Bronze Inactive Marketing 2023-08-02 Active Employee TAX SubSL_1 UK London BI002 Technology 2022-11-25
91847 8214 Silver Active Marketing 2023-02-24 Active Employee Consulting SubSL_3 USA Los Angeles TAX01 NaN 2022-10-07
12239 1652 Gold Inactive Data Strategy 2023-04-30 Active Employee IT SubSL_1 UK Toronto DS02 Technology 2023-05-24
67797 9244 Silver Inactive IT 2023-08-15 Inactive Director TAX SubSL_2 Canada London BI002 Technology 2023-05-12
35502 5832 Gold Active HR 2023-06-07 Active Supervisor RMS SubSL_2 USA Los Angeles TAX01 Business 2023-01-02
19785 3409 Platinum Active Data Strategy 2022-10-27 Active Employee Audit SubSL_2 Canada New York AI001 Technology 2023-02-05
50420 7904 Platinum Active Marketing 2023-01-23 Active Manager IT SubSL_1 Canada New York DS02 Technology 2023-07-26
12309 8186 Platinum Active Data Strategy 2023-05-30 Active Supervisor RMS SubSL_1 UK Toronto TAX01 Technology 2022-11-14
63359 9817 Bronze Active HR 2023-05-27 Inactive Manager Audit SubSL_1 UK Toronto DS02 Leadership 2023-04-10
96997 1619 Platinum Active Marketing 2022-12-31 Active Director RMS SubSL_2 UK London BI002 Technology 2023-04-30
69502 1447 Bronze Active IT 2022-09-30 Inactive Employee Consulting SubSL_2 Canada New York AI001 Technology 2022-10-28
71407 5478 Platinum Inactive HR 2023-05-08 Active Supervisor IT SubSL_2 Canada Los Angeles TAX01 Technology 2023-07-25
85252 6301 Gold Inactive HR 2023-04-02 Active Director IT SubSL_1 USA New York BI002 Technology 2023-07-19
87887 8493 Silver Active HR 2023-03-24 Inactive Supervisor Consulting SubSL_1 USA Toronto AI001 Business 2022-09-20
54211 1777 Platinum Active Finance 2023-06-21 Active Supervisor RMS SubSL_3 USA London DS02 Business 2023-05-23
51473 1002 Bronze Active Data Strategy 2023-07-21 Inactive Manager Audit SubSL_1 UK New York TAX01 Business 2023-05-13
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14063 1344 Gold Inactive Marketing 2023-01-04 Active Manager RMS SubSL_2 UK New York AI001 Leadership 2023-07-21
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74821 7479 Gold Inactive Marketing 2023-04-18 Active Employee TAX SubSL_2 Canada London DS02 Leadership 2023-04-04
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82811 1589 Gold Inactive Finance 2023-08-23 Active Supervisor RMS SubSL_3 UK New York BI002 Leadership 2022-12-15
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25052 9748 Gold Active HR 2023-06-27 Inactive Director TAX SubSL_1 Canada New York BI002 Leadership 2022-12-08
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62290 3138 Bronze Inactive Marketing 2023-02-25 Inactive Director RMS SubSL_1 USA London AI001 NaN 2023-01-17
18168 1706 Bronze Active IT 2023-04-17 Inactive Employee TAX SubSL_2 Canada New York DS02 Technology 2022-09-22
32784 7020 Bronze Inactive Marketing 2023-06-27 Active Director Audit SubSL_3 Canada Toronto BI002 Business 2023-04-26
96077 5313 Gold Active IT 2022-09-23 Active Manager Consulting SubSL_3 Canada London DS02 Business 2023-09-09
77265 1252 Bronze Inactive Marketing 2023-05-13 Inactive Manager Consulting SubSL_3 Canada London BI002 Leadership 2023-02-22
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82509 8103 Bronze Inactive Data Strategy 2023-03-18 Inactive Employee Audit SubSL_2 UK Toronto BI002 NaN 2022-12-31
65191 3115 Bronze Inactive Marketing 2023-07-07 Active Supervisor RMS SubSL_2 Canada New York BI002 Leadership 2023-03-08
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44649 3606 Gold Active Finance 2023-02-27 Active Employee Audit SubSL_2 UK New York DS02 Business 2023-01-21
33904 8715 Bronze Active HR 2023-05-20 Active Supervisor Consulting SubSL_3 UK Los Angeles TAX01 Technology 2022-11-20
22390 7279 Bronze Inactive IT 2023-03-07 Inactive Employee Consulting SubSL_2 USA Toronto DS02 Business 2023-01-07
63283 4352 Gold Inactive Data Strategy 2023-01-11 Inactive Director TAX SubSL_1 UK New York DS02 NaN 2023-02-25
23931 3825 Gold Inactive Marketing 2023-05-24 Active Supervisor TAX SubSL_1 UK New York TAX01 NaN 2023-06-22
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32322 6975 Bronze Active Data Strategy 2023-06-20 Inactive Employee Audit SubSL_3 Canada Los Angeles DS02 Leadership 2023-06-06
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97078 5411 Gold Active Marketing 2023-01-27 Inactive Supervisor RMS SubSL_2 Canada Los Angeles TAX01 Technology 2023-07-23
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39446 5327 Platinum Active Data Strategy 2023-03-03 Inactive Manager IT SubSL_3 USA Toronto TAX01 Leadership 2022-12-29
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23595 3636 Gold Inactive Data Strategy 2023-02-08 Active Director RMS SubSL_1 UK Los Angeles BI002 Business 2023-03-10
86493 8436 Platinum Inactive Marketing 2022-11-14 Inactive Manager RMS SubSL_2 USA London AI001 Business 2023-07-18
63963 2669 Gold Active IT 2023-05-10 Active Director RMS SubSL_2 Canada Los Angeles DS02 Business 2023-03-09
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55046 3642 Silver Active Finance 2022-12-21 Active Manager Audit SubSL_2 UK New York AI001 Technology 2023-04-23
50992 7303 Gold Active HR 2022-12-14 Active Manager Audit SubSL_3 UK Los Angeles BI002 Technology 2022-12-04
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16455 6783 Gold Active Marketing 2023-08-03 Active Director TAX SubSL_3 USA New York AI001 Business 2022-12-14
19543 6776 Silver Active Finance 2023-03-03 Inactive Supervisor Consulting SubSL_2 UK London BI002 Business 2023-06-04
97334 4239 Gold Inactive Data Strategy 2022-11-05 Inactive Manager RMS SubSL_2 UK Toronto BI002 Business 2023-08-15
85404 3658 Gold Active Finance 2023-02-03 Inactive Director IT SubSL_1 Canada New York TAX01 Business 2023-08-01
76083 7176 Platinum Inactive Data Strategy 2022-10-12 Inactive Director RMS SubSL_1 UK London DS02 Leadership 2022-09-20
18548 2619 Bronze Active Data Strategy 2022-12-15 Inactive Supervisor Audit SubSL_1 USA Los Angeles AI001 Leadership 2023-03-19
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68827 6382 Silver Active Finance 2022-10-20 Active Manager Consulting SubSL_2 UK London AI001 NaN 2022-10-19
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99689 6285 Gold Active HR 2022-12-05 Inactive Supervisor IT SubSL_2 Canada Los Angeles DS02 Leadership 2022-12-14
46322 9541 Platinum Inactive Marketing 2022-12-06 Active Manager Audit SubSL_1 USA Toronto TAX01 Technology 2023-06-27
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27396 4952 Gold Active Data Strategy 2023-07-01 Inactive Manager IT SubSL_1 USA New York DS02 Business 2022-11-15
69036 8348 Bronze Active HR 2023-05-25 Active Director TAX SubSL_1 USA London DS02 Business 2023-09-03
70873 8969 Gold Active IT 2023-08-14 Inactive Manager Consulting SubSL_3 USA Toronto AI001 Technology 2023-06-06
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21090 7883 Gold Active HR 2023-05-06 Inactive Employee TAX SubSL_1 UK New York AI001 Leadership 2023-05-09
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14887 1882 Gold Active Data Strategy 2023-05-08 Inactive Director TAX SubSL_1 USA Toronto TAX01 Leadership 2022-11-26
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51654 5348 Gold Inactive Marketing 2023-05-02 Active Supervisor RMS SubSL_1 USA Los Angeles DS02 NaN 2023-08-03
66822 4711 Platinum Active IT 2023-03-12 Inactive Director Audit SubSL_2 Canada Los Angeles BI002 Business 2023-03-07
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33813 9654 Platinum Active Marketing 2022-11-04 Active Director Audit SubSL_1 Canada Toronto AI001 Technology 2023-04-22
21906 2040 Silver Active Data Strategy 2023-05-21 Inactive Manager RMS SubSL_1 Canada Los Angeles TAX01 Leadership 2022-10-22
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74578 7191 Gold Inactive Finance 2023-06-16 Inactive Employee RMS SubSL_3 USA Los Angeles TAX01 Leadership 2023-07-08
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49949 4743 Gold Inactive HR 2023-03-03 Active Director Audit SubSL_3 UK Toronto TAX01 Leadership 2022-10-28
13712 3164 Bronze Inactive Marketing 2023-02-13 Inactive Manager IT SubSL_1 USA London DS02 Leadership 2022-09-29
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36764 3718 Bronze Inactive HR 2023-03-06 Active Manager TAX SubSL_2 Canada New York TAX01 Technology 2023-05-26
32351 7192 Platinum Inactive IT 2023-03-31 Inactive Director Consulting SubSL_2 UK Toronto TAX01 Technology 2023-04-17
44339 6552 Bronze Inactive Finance 2023-03-16 Inactive Employee IT SubSL_1 Canada Toronto BI002 NaN 2023-05-06
51803 2865 Platinum Inactive HR 2023-03-11 Active Supervisor IT SubSL_1 USA Toronto DS02 Business 2023-03-21
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31424 5275 Bronze Active Data Strategy 2023-03-25 Inactive Director IT SubSL_2 Canada New York AI001 NaN 2023-08-14
17143 1799 Bronze Inactive HR 2023-02-01 Active Director Consulting SubSL_1 USA London DS02 NaN 2023-09-08
71966 2452 Bronze Active Finance 2023-05-02 Inactive Supervisor Consulting SubSL_1 USA Los Angeles BI002 Business 2023-03-29
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77133 3950 Gold Inactive Marketing 2022-12-24 Active Supervisor Consulting SubSL_2 UK New York DS02 Business 2023-04-16
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32121 6417 Bronze Active Marketing 2023-03-15 Inactive Director Consulting SubSL_1 Canada Los Angeles AI001 Technology 2022-12-24
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76178 3535 Gold Active HR 2023-02-08 Active Supervisor RMS SubSL_1 USA Toronto TAX01 Business 2023-02-01
45479 3001 Bronze Active HR 2022-10-21 Inactive Director Consulting SubSL_2 Canada Los Angeles BI002 Technology 2023-05-05
62318 3999 Bronze Inactive Finance 2023-02-21 Inactive Employee Audit SubSL_3 USA London DS02 Leadership 2023-09-19
59196 5971 Gold Inactive Data Strategy 2022-12-01 Inactive Employee IT SubSL_1 Canada Los Angeles AI001 Technology 2023-03-10
19766 2733 Gold Active HR 2023-01-28 Active Supervisor Consulting SubSL_1 Canada London AI001 NaN 2023-02-17
26555 8354 Bronze Active IT 2023-04-12 Active Employee Consulting SubSL_3 USA Toronto TAX01 Technology 2023-04-15
42926 9305 Gold Inactive Finance 2023-08-08 Inactive Supervisor Consulting SubSL_3 Canada London TAX01 Technology 2023-05-29
19011 4133 Platinum Inactive Finance 2023-09-02 Active Supervisor IT SubSL_2 UK Toronto AI001 Technology 2022-10-26
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39671 1923 Bronze Active HR 2023-03-05 Active Supervisor IT SubSL_3 USA Toronto AI001 Leadership 2023-01-15
48407 6241 Platinum Inactive Marketing 2023-07-07 Active Manager Consulting SubSL_2 UK Los Angeles TAX01 Leadership 2023-05-11
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50913 2850 Bronze Inactive IT 2023-03-24 Inactive Director Consulting SubSL_2 Canada Los Angeles DS02 NaN 2023-08-26
76267 2622 Bronze Active Data Strategy 2023-06-15 Active Director TAX SubSL_2 USA Toronto TAX01 Technology 2023-01-04
69368 8194 Bronze Active HR 2023-04-19 Inactive Director Consulting SubSL_2 USA Los Angeles TAX01 Leadership 2022-12-07
65119 3663 Platinum Active Data Strategy 2022-12-05 Inactive Manager Consulting SubSL_2 Canada Los Angeles DS02 Leadership 2023-07-06
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60136 4361 Bronze Active Marketing 2023-04-17 Active Manager Consulting SubSL_3 Canada Los Angeles AI001 NaN 2023-05-03
94377 5271 Bronze Active Finance 2023-01-31 Active Director Consulting SubSL_2 UK London BI002 Leadership 2023-03-13
17605 1093 Silver Active IT 2023-04-01 Active Employee TAX SubSL_2 USA Toronto BI002 Leadership 2023-03-18
73264 8482 Bronze Inactive Marketing 2023-09-16 Active Director Consulting SubSL_3 USA Los Angeles BI002 Technology 2023-06-30
14663 6237 Platinum Active IT 2023-05-13 Active Supervisor TAX SubSL_3 Canada Los Angeles AI001 Leadership 2023-08-26
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95927 4231 Bronze Active HR 2023-07-18 Inactive Employee TAX SubSL_3 Canada Los Angeles DS02 Business 2022-11-22
29481 6380 Platinum Active Data Strategy 2023-03-03 Active Manager Consulting SubSL_2 Canada Los Angeles DS02 Business 2023-06-09
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30891 9120 Platinum Inactive IT 2022-12-11 Active Manager IT SubSL_3 Canada London TAX01 Technology 2023-06-17
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26754 5500 Bronze Active HR 2022-12-07 Active Director Audit SubSL_3 UK Los Angeles BI002 Leadership 2023-06-01
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36527 3900 Bronze Active IT 2023-08-29 Active Director Audit SubSL_2 Canada London DS02 Leadership 2022-09-27
62864 6671 Platinum Active IT 2023-03-07 Inactive Supervisor Audit SubSL_1 UK London TAX01 Business 2023-04-22
49205 7081 Gold Inactive Data Strategy 2023-09-12 Inactive Employee Consulting SubSL_2 UK Toronto AI001 Business 2023-07-21
31315 8153 Platinum Inactive IT 2023-08-14 Active Director IT SubSL_2 UK Toronto TAX01 Business 2023-04-04
40575 3591 Platinum Inactive Marketing 2023-01-19 Active Employee Consulting SubSL_3 UK Toronto DS02 Technology 2023-03-26
26839 1388 Platinum Inactive Marketing 2023-01-10 Inactive Director Consulting SubSL_1 UK New York AI001 Technology 2023-07-17
79171 4666 Silver Active Data Strategy 2022-11-29 Active Employee RMS SubSL_3 USA London TAX01 Leadership 2022-11-06
91966 9628 Bronze Inactive Finance 2022-12-05 Active Supervisor Consulting SubSL_1 USA London BI002 Business 2023-09-13
12557 2326 Silver Inactive Marketing 2022-10-24 Inactive Director TAX SubSL_2 Canada Toronto BI002 Leadership 2023-08-07
63866 3107 Platinum Active IT 2022-12-29 Inactive Manager Audit SubSL_3 USA Los Angeles TAX01 NaN 2023-09-04
26469 3888 Silver Active IT 2022-11-05 Active Manager Consulting SubSL_2 UK Los Angeles TAX01 NaN 2023-03-17
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35196 7016 Gold Inactive IT 2022-11-30 Active Manager Consulting SubSL_2 Canada New York BI002 Business 2023-07-18
26450 4970 Bronze Inactive Marketing 2023-01-14 Active Supervisor IT SubSL_1 UK London BI002 Leadership 2022-11-11
71999 3681 Gold Inactive Finance 2022-12-02 Inactive Supervisor RMS SubSL_1 Canada Los Angeles DS02 Business 2023-06-22
96934 5974 Silver Inactive Marketing 2022-10-10 Active Manager Audit SubSL_3 UK London AI001 Technology 2023-09-14
84739 4981 Silver Active Finance 2023-05-14 Inactive Supervisor Consulting SubSL_2 USA Toronto AI001 Technology 2023-07-07
62617 9674 Gold Inactive Data Strategy 2022-12-18 Active Employee TAX SubSL_2 USA Toronto AI001 Technology 2023-07-14
34375 2577 Bronze Active Finance 2023-03-03 Active Manager IT SubSL_1 Canada Toronto TAX01 Leadership 2023-07-15
13991 1413 Platinum Inactive HR 2023-04-08 Inactive Supervisor Audit SubSL_3 USA London DS02 Business 2023-07-12
98450 4380 Gold Inactive Finance 2022-11-27 Active Supervisor Audit SubSL_1 USA Toronto BI002 Leadership 2023-08-01
10430 4556 Bronze Active IT 2023-06-27 Inactive Director RMS SubSL_2 UK Los Angeles DS02 Business 2023-08-21
46928 5796 Bronze Active Data Strategy 2023-09-17 Active Director Audit SubSL_2 UK New York BI002 NaN 2023-03-22
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44283 9251 Bronze Active IT 2022-10-21 Active Manager Audit SubSL_1 USA London TAX01 Technology 2022-11-04
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54675 8469 Gold Active HR 2023-08-03 Inactive Director IT SubSL_2 Canada London TAX01 NaN 2022-12-16
42065 5542 Gold Inactive Data Strategy 2023-05-15 Active Employee Audit SubSL_3 USA Los Angeles AI001 Technology 2023-01-18
49532 1739 Silver Inactive Marketing 2023-07-24 Inactive Director Audit SubSL_1 UK Los Angeles DS02 Leadership 2023-05-02
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11105 8698 Platinum Active HR 2023-03-15 Active Director Consulting SubSL_2 UK Toronto AI001 NaN 2023-05-02
38677 7799 Gold Active IT 2023-05-04 Inactive Director Audit SubSL_1 USA London BI002 NaN 2023-03-24
33484 5774 Bronze Active Data Strategy 2023-09-09 Active Manager Audit SubSL_3 Canada New York TAX01 Leadership 2023-07-22
56278 4328 Bronze Inactive Data Strategy 2023-07-20 Inactive Manager Audit SubSL_2 UK New York AI001 NaN 2022-12-03
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47074 6078 Silver Inactive HR 2023-02-01 Active Employee IT SubSL_2 USA London BI002 Business 2023-07-04
22324 2508 Gold Inactive Finance 2022-11-14 Active Supervisor Audit SubSL_3 UK London AI001 Technology 2023-06-21
64722 2572 Bronze Active Data Strategy 2023-07-02 Active Manager IT SubSL_2 Canada London AI001 Technology 2023-04-05
16241 7779 Gold Active HR 2022-10-13 Inactive Director Audit SubSL_1 USA London AI001 Leadership 2022-12-24
99134 1697 Platinum Inactive HR 2023-09-13 Inactive Manager RMS SubSL_2 Canada Toronto AI001 Leadership 2022-11-27
13152 7385 Gold Inactive Finance 2022-12-06 Inactive Manager RMS SubSL_1 Canada London AI001 Technology 2023-03-25
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31185 8930 Platinum Inactive Marketing 2023-07-16 Active Employee RMS SubSL_1 Canada London DS02 NaN 2022-10-20
81074 6054 Platinum Inactive Data Strategy 2022-11-15 Inactive Director Consulting SubSL_3 Canada New York BI002 Business 2023-05-23
95742 4549 Platinum Active Marketing 2022-09-27 Inactive Manager Consulting SubSL_2 USA Toronto TAX01 Technology 2022-10-12
60677 1560 Platinum Active Data Strategy 2023-04-14 Inactive Supervisor TAX SubSL_1 UK New York DS02 NaN 2022-11-11
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14983 6281 Gold Active Finance 2023-01-03 Inactive Employee RMS SubSL_3 UK London AI001 Technology 2023-01-01
75869 9075 Gold Active IT 2023-08-29 Active Manager IT SubSL_2 USA London DS02 Business 2023-07-05
87345 2550 Platinum Inactive HR 2023-04-15 Inactive Manager RMS SubSL_3 USA New York TAX01 Business 2023-06-15
82003 7610 Bronze Inactive Marketing 2022-10-08 Active Employee TAX SubSL_1 UK New York AI001 Business 2023-09-14
17753 5496 Platinum Inactive Marketing 2023-06-09 Inactive Employee Consulting SubSL_1 UK Toronto BI002 Technology 2023-06-26
90715 5581 Bronze Active Data Strategy 2022-09-28 Inactive Supervisor Consulting SubSL_3 USA Toronto DS02 NaN 2023-05-22
94597 8847 Gold Active Data Strategy 2023-08-18 Active Employee TAX SubSL_2 Canada Los Angeles TAX01 Technology 2023-04-29
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89015 3620 Gold Active HR 2023-07-06 Inactive Employee IT SubSL_1 USA Los Angeles TAX01 Business 2023-02-13
70440 4413 Silver Inactive Marketing 2022-11-20 Inactive Manager Consulting SubSL_1 USA Los Angeles AI001 Leadership 2023-04-10
95417 4870 Silver Inactive IT 2023-02-18 Inactive Manager TAX SubSL_1 UK London AI001 Leadership 2022-11-20
33125 5328 Silver Inactive IT 2023-03-24 Inactive Director RMS SubSL_3 USA Toronto AI001 NaN 2023-01-21
38762 9943 Gold Inactive IT 2023-02-15 Active Director Audit SubSL_3 UK Los Angeles TAX01 Business 2022-11-19
24157 5111 Platinum Active HR 2022-12-02 Active Manager TAX SubSL_1 USA New York DS02 Technology 2022-10-12
62462 1230 Bronze Inactive Marketing 2023-01-20 Inactive Employee TAX SubSL_2 USA Los Angeles BI002 Technology 2023-07-24
58409 5367 Platinum Inactive IT 2023-07-31 Inactive Supervisor IT SubSL_3 UK Toronto AI001 Leadership 2023-01-31
86814 7591 Bronze Active Data Strategy 2022-12-01 Inactive Supervisor RMS SubSL_1 Canada Toronto AI001 Technology 2022-10-21
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53731 2836 Silver Active Finance 2022-11-23 Inactive Supervisor Consulting SubSL_2 Canada Toronto AI001 Technology 2023-03-04
59398 4700 Bronze Active IT 2023-08-04 Active Director Consulting SubSL_3 UK Los Angeles DS02 Technology 2022-10-07
31601 2716 Silver Active HR 2023-08-10 Inactive Manager TAX SubSL_2 USA Toronto BI002 NaN 2023-07-31
65894 7183 Silver Active HR 2022-12-26 Inactive Supervisor TAX SubSL_3 Canada Los Angeles TAX01 Technology 2023-08-04
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65049 4120 Silver Active HR 2023-01-14 Active Manager IT SubSL_1 UK London BI002 Technology 2023-06-25
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40227 8806 Bronze Active Data Strategy 2023-05-13 Active Manager Consulting SubSL_2 Canada Los Angeles TAX01 Business 2023-01-03
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35865 2227 Bronze Active IT 2023-06-23 Inactive Manager IT SubSL_2 USA New York DS02 Leadership 2023-01-24
22317 1910 Silver Active Data Strategy 2022-10-03 Inactive Manager Consulting SubSL_1 USA New York TAX01 Leadership 2023-07-07
16777 3469 Silver Inactive Data Strategy 2023-06-14 Active Director TAX SubSL_3 UK London AI001 Business 2023-07-30
78100 5825 Bronze Inactive Finance 2023-01-30 Active Supervisor Audit SubSL_1 Canada London BI002 NaN 2023-07-06
29360 4614 Silver Inactive Finance 2023-08-03 Active Supervisor RMS SubSL_2 Canada New York TAX01 Leadership 2022-10-30
93196 3466 Silver Inactive HR 2023-03-29 Active Employee Consulting SubSL_3 UK Los Angeles AI001 Leadership 2023-08-03
69769 7800 Silver Active Finance 2022-12-17 Active Manager IT SubSL_3 USA New York DS02 Business 2022-12-18
99561 9840 Bronze Inactive HR 2022-12-29 Active Manager RMS SubSL_1 UK New York DS02 Business 2022-12-10
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95144 2826 Gold Active Finance 2023-05-25 Active Director Audit SubSL_1 UK Toronto BI002 Leadership 2022-10-02
12880 7238 Gold Active Data Strategy 2023-08-06 Active Employee RMS SubSL_3 Canada London AI001 NaN 2022-12-05
55764 4166 Bronze Inactive IT 2023-01-04 Inactive Supervisor IT SubSL_1 USA London DS02 Technology 2022-10-27
88836 2999 Gold Inactive IT 2023-07-28 Inactive Director Audit SubSL_3 USA New York DS02 Business 2022-11-27
36719 7543 Gold Inactive Finance 2022-10-31 Inactive Employee RMS SubSL_2 USA Toronto DS02 NaN 2023-06-11
98397 1398 Silver Inactive IT 2023-02-02 Active Supervisor Consulting SubSL_2 USA Toronto DS02 NaN 2023-04-16
86383 8764 Platinum Active HR 2023-08-24 Inactive Director RMS SubSL_3 USA Los Angeles AI001 Technology 2022-10-10
47691 4757 Platinum Inactive IT 2022-09-21 Inactive Director RMS SubSL_2 Canada New York DS02 Technology 2023-07-08
81369 9444 Gold Active IT 2023-09-08 Inactive Manager TAX SubSL_3 UK Toronto AI001 Leadership 2022-11-27
66897 3515 Gold Active IT 2023-09-07 Active Director RMS SubSL_2 USA Toronto AI001 Leadership 2022-11-26
84190 9436 Platinum Active IT 2022-10-23 Active Supervisor TAX SubSL_1 Canada Toronto BI002 Leadership 2023-09-11
92165 6415 Gold Active IT 2023-07-07 Inactive Supervisor Consulting SubSL_1 USA Toronto BI002 Technology 2023-06-02
54982 8442 Silver Active Marketing 2023-09-03 Inactive Employee IT SubSL_2 USA Toronto TAX01 Leadership 2023-01-18
89805 9655 Gold Active Data Strategy 2023-06-30 Inactive Manager Consulting SubSL_1 UK New York BI002 Leadership 2022-10-21
18960 4358 Gold Active Data Strategy 2023-05-08 Active Supervisor TAX SubSL_2 UK Los Angeles BI002 NaN 2023-07-18
66675 4571 Platinum Inactive Marketing 2023-05-21 Active Manager Consulting SubSL_2 UK Los Angeles BI002 Leadership 2022-10-22
23966 9224 Silver Inactive IT 2023-06-12 Inactive Director Consulting SubSL_1 USA New York AI001 Technology 2023-01-03
10112 6716 Gold Inactive Finance 2023-01-28 Active Supervisor Audit SubSL_1 USA New York BI002 Business 2022-11-20
29117 7527 Silver Active Finance 2022-09-28 Active Employee IT SubSL_3 Canada Toronto BI002 NaN 2023-05-19
85994 1974 Silver Active Data Strategy 2022-12-21 Active Supervisor RMS SubSL_3 UK Toronto BI002 Business 2023-09-12
69204 6026 Gold Active Finance 2023-02-23 Inactive Employee Consulting SubSL_2 USA Los Angeles DS02 NaN 2023-05-20
93909 6289 Silver Active IT 2023-05-28 Active Director TAX SubSL_2 UK Toronto BI002 NaN 2023-01-19
72821 5660 Platinum Inactive IT 2023-09-08 Inactive Manager TAX SubSL_2 USA London TAX01 Leadership 2022-10-21
28517 2497 Bronze Inactive HR 2023-04-03 Inactive Director IT SubSL_2 Canada Los Angeles AI001 Technology 2023-02-16
11584 7038 Platinum Inactive Finance 2023-03-14 Inactive Manager IT SubSL_2 UK Toronto BI002 Leadership 2022-11-20
83226 9533 Gold Inactive IT 2023-07-10 Inactive Employee IT SubSL_2 USA New York BI002 Leadership 2023-04-21
90553 6450 Bronze Active Marketing 2023-01-28 Active Employee IT SubSL_3 USA Toronto TAX01 Business 2022-09-27
33179 3089 Silver Inactive Data Strategy 2023-08-05 Inactive Employee RMS SubSL_1 UK Los Angeles TAX01 Technology 2023-04-02
75355 3537 Bronze Active Data Strategy 2023-01-04 Inactive Director IT SubSL_1 USA New York BI002 NaN 2023-08-17
72795 4224 Bronze Active Finance 2023-03-18 Inactive Manager IT SubSL_1 USA Los Angeles TAX01 Leadership 2022-10-18
33958 9768 Bronze Inactive IT 2023-07-13 Inactive Director TAX SubSL_2 Canada New York DS02 Business 2023-04-04
32558 7007 Silver Inactive IT 2023-01-31 Active Director Audit SubSL_1 USA Toronto AI001 Leadership 2023-03-15
53865 6133 Bronze Active Marketing 2022-12-20 Active Supervisor TAX SubSL_1 USA London AI001 NaN 2023-08-27
75063 1612 Bronze Inactive HR 2023-06-30 Inactive Director TAX SubSL_1 UK Los Angeles TAX01 Leadership 2023-03-01
79521 4117 Bronze Inactive Data Strategy 2023-07-27 Active Manager Consulting SubSL_3 UK New York TAX01 Business 2023-06-20
19289 1198 Platinum Inactive IT 2022-11-17 Active Manager TAX SubSL_3 Canada New York AI001 Technology 2023-07-19
64205 7730 Silver Inactive Finance 2022-11-02 Active Director Audit SubSL_3 USA Los Angeles BI002 Business 2022-10-26
29042 4814 Silver Inactive Finance 2023-08-08 Active Employee TAX SubSL_1 USA New York AI001 Technology 2022-09-30
98542 3978 Gold Inactive HR 2022-10-04 Active Employee Audit SubSL_2 UK New York AI001 Technology 2023-04-28
84667 6322 Platinum Inactive Data Strategy 2023-07-12 Active Employee RMS SubSL_3 USA Toronto DS02 Business 2023-01-09
15078 8182 Bronze Active Data Strategy 2023-07-27 Active Supervisor TAX SubSL_3 Canada Los Angeles TAX01 NaN 2023-08-05
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53001 1443 Gold Active Finance 2023-08-08 Inactive Supervisor Audit SubSL_1 UK New York AI001 NaN 2023-01-10
35939 1355 Silver Inactive HR 2023-07-23 Inactive Employee Consulting SubSL_2 UK New York TAX01 Leadership 2023-06-03
97218 8996 Gold Inactive Marketing 2022-11-11 Inactive Director TAX SubSL_3 USA Toronto TAX01 Leadership 2023-08-19
96058 8257 Platinum Inactive Finance 2023-06-01 Inactive Director Audit SubSL_2 Canada Los Angeles AI001 NaN 2023-09-11
37941 8111 Bronze Inactive Finance 2023-06-18 Inactive Employee IT SubSL_2 Canada New York BI002 Business 2023-06-05
34492 6203 Bronze Active Data Strategy 2022-10-02 Inactive Manager Audit SubSL_2 UK Toronto TAX01 NaN 2023-05-20
30901 2226 Gold Inactive Finance 2023-08-03 Active Employee TAX SubSL_2 UK New York DS02 Business 2022-11-23
70855 8320 Bronze Inactive Finance 2022-11-15 Active Director TAX SubSL_2 Canada Los Angeles BI002 Business 2022-11-07
94608 8375 Bronze Inactive Data Strategy 2023-06-20 Active Manager Consulting SubSL_2 Canada Toronto AI001 Technology 2023-01-06
28609 4715 Bronze Active Data Strategy 2022-09-26 Active Supervisor Consulting SubSL_3 Canada London DS02 NaN 2022-09-21
73165 8584 Bronze Active Data Strategy 2023-08-28 Inactive Supervisor TAX SubSL_2 Canada Toronto TAX01 Technology 2022-12-20
85572 6146 Platinum Active Data Strategy 2023-01-22 Active Supervisor Audit SubSL_1 Canada Los Angeles TAX01 NaN 2023-07-28
23588 3021 Platinum Active Data Strategy 2023-05-26 Active Supervisor IT SubSL_2 USA Toronto AI001 NaN 2023-08-22
94745 9433 Bronze Inactive Data Strategy 2023-01-07 Inactive Employee Audit SubSL_2 UK New York TAX01 Leadership 2022-11-27
12890 6682 Silver Inactive Finance 2023-01-01 Active Manager RMS SubSL_2 Canada London AI001 Technology 2023-06-01
26513 2527 Gold Active Finance 2023-05-21 Inactive Supervisor RMS SubSL_2 Canada Los Angeles TAX01 Technology 2022-11-04
82254 5233 Platinum Active Data Strategy 2023-08-20 Inactive Director RMS SubSL_2 USA London TAX01 NaN 2023-05-01
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93091 2538 Silver Inactive HR 2023-06-07 Active Director Audit SubSL_2 UK London DS02 Technology 2023-02-22
97400 2748 Gold Active HR 2023-05-11 Inactive Director RMS SubSL_3 UK Toronto AI001 NaN 2023-01-09
79391 8744 Silver Active IT 2023-05-28 Inactive Employee TAX SubSL_3 UK Toronto AI001 Leadership 2023-02-11
97096 8825 Gold Inactive Data Strategy 2023-02-05 Inactive Employee RMS SubSL_1 UK New York DS02 Leadership 2023-03-06
13426 7460 Silver Inactive Data Strategy 2023-02-13 Inactive Employee Consulting SubSL_3 Canada New York DS02 Leadership 2023-01-27
14952 2485 Silver Inactive HR 2023-05-08 Inactive Manager RMS SubSL_2 Canada New York AI001 Technology 2023-07-10
57441 3875 Silver Active HR 2023-05-14 Inactive Manager RMS SubSL_2 UK London AI001 Leadership 2023-08-28
12517 1186 Bronze Active Marketing 2023-04-29 Active Employee IT SubSL_1 Canada Los Angeles DS02 NaN 2023-04-27
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85826 1022 Gold Inactive IT 2023-05-05 Inactive Supervisor Consulting SubSL_1 USA Los Angeles TAX01 Technology 2023-08-27
77476 8531 Bronze Inactive Finance 2023-09-08 Active Employee IT SubSL_1 UK Toronto TAX01 Technology 2023-06-24
66670 6641 Platinum Inactive Data Strategy 2023-09-19 Active Manager Consulting SubSL_2 USA New York BI002 Business 2023-07-17
64432 4603 Gold Inactive Marketing 2022-10-10 Inactive Employee RMS SubSL_1 Canada Los Angeles AI001 NaN 2023-03-02
12824 6935 Gold Active IT 2023-04-09 Active Manager Consulting SubSL_3 UK Toronto BI002 Leadership 2023-05-31
38034 6928 Platinum Active IT 2022-12-31 Active Manager RMS SubSL_1 USA London DS02 Business 2023-01-19
95009 4281 Gold Inactive Marketing 2023-05-18 Active Director Consulting SubSL_1 UK New York DS02 Technology 2022-12-27
58056 9069 Platinum Inactive Finance 2023-08-25 Inactive Manager Audit SubSL_3 Canada New York DS02 Leadership 2023-07-23
73206 9037 Platinum Active IT 2022-12-20 Inactive Employee Consulting SubSL_2 UK London AI001 NaN 2023-04-25
37568 1751 Gold Inactive IT 2023-04-24 Inactive Manager TAX SubSL_1 UK New York TAX01 Business 2022-10-25
52278 9258 Silver Active Finance 2022-11-26 Active Employee IT SubSL_3 USA Los Angeles TAX01 Technology 2023-02-26
52991 9229 Silver Inactive Data Strategy 2023-05-01 Active Director RMS SubSL_1 USA New York TAX01 Leadership 2022-12-23
56568 4472 Platinum Inactive Marketing 2022-11-08 Active Manager IT SubSL_1 USA London TAX01 Technology 2023-03-28
95032 3054 Platinum Active Marketing 2022-11-06 Inactive Director IT SubSL_1 Canada London TAX01 NaN 2023-01-07
20602 3077 Bronze Active HR 2023-02-10 Inactive Supervisor TAX SubSL_1 UK London TAX01 Business 2023-02-10
42153 7124 Gold Active Data Strategy 2023-02-06 Active Employee Consulting SubSL_1 Canada Toronto BI002 Leadership 2023-07-11
53426 6061 Silver Active Finance 2023-01-01 Inactive Supervisor IT SubSL_1 USA London AI001 Business 2023-07-24
64313 8609 Gold Active Data Strategy 2023-09-10 Inactive Employee IT SubSL_3 UK Toronto BI002 Business 2023-03-08
53921 9460 Silver Inactive Finance 2023-05-13 Active Manager TAX SubSL_1 Canada London BI002 Business 2022-12-12
71928 8002 Platinum Inactive HR 2023-09-10 Active Manager RMS SubSL_1 USA New York TAX01 Leadership 2023-04-21
88130 7067 Bronze Active Marketing 2023-05-28 Active Manager IT SubSL_1 USA New York AI001 Business 2023-03-28
39979 7004 Bronze Active HR 2023-04-02 Active Director TAX SubSL_2 Canada Los Angeles TAX01 Technology 2023-01-27
46853 6614 Bronze Active Data Strategy 2023-06-02 Inactive Manager IT SubSL_2 USA Los Angeles AI001 Business 2023-04-14
48733 5771 Bronze Inactive Marketing 2023-06-30 Inactive Employee TAX SubSL_3 Canada Los Angeles BI002 Technology 2023-03-06
22939 3962 Platinum Active Marketing 2023-08-02 Inactive Manager Consulting SubSL_3 UK London AI001 Leadership 2022-09-30
34293 3696 Gold Active Marketing 2023-02-04 Active Manager TAX SubSL_1 UK Los Angeles AI001 Leadership 2023-01-25
49680 3608 Gold Active Finance 2022-09-24 Active Manager TAX SubSL_3 USA London AI001 Technology 2023-03-04
34489 4350 Gold Active Finance 2022-12-21 Inactive Manager Audit SubSL_2 Canada Los Angeles TAX01 Leadership 2022-10-31
73565 6499 Platinum Active IT 2022-12-11 Inactive Employee Consulting SubSL_1 UK Los Angeles AI001 Leadership 2023-05-30
15333 8865 Silver Active HR 2022-10-01 Inactive Supervisor Audit SubSL_1 Canada London TAX01 Technology 2023-05-04
15073 9667 Gold Inactive Marketing 2023-05-21 Inactive Supervisor RMS SubSL_3 USA Los Angeles DS02 Leadership 2022-11-01
68580 1693 Gold Active IT 2023-01-29 Inactive Manager RMS SubSL_1 UK Toronto AI001 Technology 2023-05-18
33644 6245 Gold Inactive Data Strategy 2022-11-10 Inactive Employee Consulting SubSL_2 UK New York DS02 Leadership 2022-11-28
90907 5649 Gold Inactive Data Strategy 2023-04-09 Active Supervisor IT SubSL_3 USA Toronto TAX01 Technology 2022-12-12
89463 7771 Silver Inactive Finance 2023-08-26 Active Director Audit SubSL_1 UK Los Angeles BI002 Leadership 2022-10-22
29620 9433 Gold Inactive HR 2023-02-01 Inactive Director TAX SubSL_3 Canada New York TAX01 Business 2022-09-22
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54806 4099 Silver Active IT 2023-07-26 Inactive Manager RMS SubSL_1 Canada Toronto AI001 Technology 2023-03-23
98766 4096 Platinum Active HR 2023-07-19 Inactive Manager IT SubSL_3 USA Los Angeles AI001 Technology 2023-08-25
78192 8952 Gold Active IT 2022-10-28 Active Director IT SubSL_3 USA Toronto AI001 Technology 2023-01-28
25630 6992 Gold Inactive Marketing 2023-01-20 Inactive Supervisor Consulting SubSL_1 UK Los Angeles BI002 Technology 2023-07-23
37351 5072 Gold Inactive HR 2023-09-09 Active Director Audit SubSL_1 USA London BI002 Business 2023-08-23
86995 3656 Silver Inactive HR 2023-02-19 Inactive Director Audit SubSL_1 UK London DS02 Business 2023-01-13
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81492 9196 Bronze Active IT 2022-11-15 Inactive Employee TAX SubSL_1 USA New York AI001 NaN 2022-10-07
64085 8938 Bronze Active Marketing 2022-10-21 Inactive Manager Audit SubSL_1 UK Toronto AI001 Leadership 2023-04-07
40964 4064 Gold Inactive IT 2022-10-11 Active Manager Consulting SubSL_1 UK New York BI002 NaN 2022-11-25
51957 8503 Silver Inactive Marketing 2023-06-29 Active Employee RMS SubSL_1 USA Los Angeles BI002 Business 2023-05-11
61819 7479 Bronze Inactive Finance 2023-07-02 Active Supervisor RMS SubSL_2 Canada Los Angeles AI001 Leadership 2023-03-16
82712 4437 Gold Inactive IT 2023-02-06 Inactive Manager IT SubSL_3 UK London AI001 NaN 2023-03-26
97055 1444 Platinum Inactive Finance 2022-12-03 Inactive Director Consulting SubSL_2 USA Toronto TAX01 Technology 2022-11-30
40552 1246 Gold Inactive IT 2022-10-14 Active Supervisor Audit SubSL_2 Canada Los Angeles BI002 NaN 2023-01-06
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18712 3102 Silver Active Marketing 2023-04-06 Active Employee IT SubSL_2 UK Los Angeles DS02 Technology 2022-12-11
21651 5168 Bronze Active IT 2023-01-02 Active Manager Audit SubSL_3 Canada New York BI002 Leadership 2022-11-27
86106 2520 Platinum Inactive Finance 2022-10-04 Active Director TAX SubSL_3 UK London AI001 Leadership 2023-01-12
34682 7769 Silver Active IT 2023-04-22 Inactive Manager Consulting SubSL_2 Canada Toronto AI001 Leadership 2022-12-27
94253 7214 Gold Inactive HR 2023-03-29 Inactive Director Audit SubSL_3 USA Toronto AI001 Leadership 2023-06-30
61812 5549 Bronze Active Finance 2022-11-14 Active Director Consulting SubSL_1 Canada New York BI002 Leadership 2022-11-18
45840 7873 Silver Active Finance 2023-05-23 Active Employee Consulting SubSL_2 UK New York BI002 NaN 2023-03-08
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32279 6793 Platinum Active Data Strategy 2023-01-24 Inactive Manager RMS SubSL_1 USA London DS02 Business 2022-11-21
93144 3604 Bronze Active Data Strategy 2023-04-14 Inactive Manager TAX SubSL_3 UK London AI001 Technology 2022-12-10
28086 9057 Bronze Inactive Finance 2023-04-24 Inactive Manager RMS SubSL_2 UK Toronto TAX01 Business 2023-04-19
93275 6809 Silver Inactive HR 2023-06-25 Active Director Consulting SubSL_1 USA Los Angeles TAX01 Business 2023-09-11
14852 5018 Platinum Inactive HR 2023-08-28 Inactive Employee IT SubSL_3 USA London DS02 Technology 2023-02-25
33766 4158 Silver Inactive Marketing 2023-04-28 Active Director TAX SubSL_3 USA New York TAX01 Technology 2023-05-14
51176 6305 Bronze Active Marketing 2023-04-28 Inactive Manager IT SubSL_2 UK London TAX01 Business 2023-03-12
14917 3831 Silver Inactive IT 2023-04-29 Inactive Director Audit SubSL_2 Canada Los Angeles TAX01 Technology 2023-02-27
58823 9307 Platinum Active Data Strategy 2022-12-01 Active Employee Audit SubSL_1 UK New York BI002 Technology 2023-01-07
27922 2849 Platinum Active IT 2022-11-18 Active Manager RMS SubSL_1 USA Los Angeles TAX01 Technology 2022-11-26
91700 5138 Platinum Active IT 2023-08-20 Inactive Director RMS SubSL_3 USA New York DS02 Leadership 2022-10-26
70455 2407 Platinum Inactive IT 2023-09-17 Inactive Manager IT SubSL_3 USA London BI002 NaN 2022-10-03
26656 3538 Gold Active Data Strategy 2023-04-10 Active Employee TAX SubSL_2 USA London BI002 Technology 2022-09-29
67084 7396 Silver Inactive Data Strategy 2023-01-31 Inactive Director RMS SubSL_1 Canada Los Angeles AI001 NaN 2023-07-19
33409 8895 Gold Active Marketing 2023-05-16 Inactive Supervisor IT SubSL_1 Canada New York BI002 Leadership 2022-12-20
11720 7650 Platinum Inactive IT 2022-10-13 Active Supervisor RMS SubSL_3 Canada Toronto BI002 NaN 2023-08-28
49130 1593 Gold Inactive HR 2022-12-22 Inactive Employee Consulting SubSL_3 USA Los Angeles DS02 NaN 2023-01-30
69258 5176 Silver Inactive Data Strategy 2022-11-04 Inactive Employee Consulting SubSL_2 UK Los Angeles TAX01 NaN 2022-10-08
80427 5849 Silver Inactive Finance 2022-11-09 Active Employee Audit SubSL_2 Canada Toronto AI001 Business 2023-07-05
86813 1846 Platinum Inactive Finance 2023-03-10 Inactive Director IT SubSL_1 UK Toronto BI002 NaN 2023-05-08
53015 9925 Silver Active Data Strategy 2023-07-05 Active Director IT SubSL_3 UK New York TAX01 NaN 2023-05-04
53412 7791 Silver Inactive Marketing 2023-06-08 Active Employee TAX SubSL_2 UK New York DS02 NaN 2023-07-01
85402 9697 Platinum Inactive IT 2023-07-25 Active Employee Consulting SubSL_1 UK New York DS02 NaN 2023-02-09
12418 4217 Gold Inactive IT 2023-06-07 Active Manager RMS SubSL_3 USA London AI001 Technology 2023-09-18
85554 1663 Platinum Active Finance 2023-07-12 Inactive Director RMS SubSL_3 Canada London AI001 Business 2023-01-01
25560 1750 Platinum Inactive Finance 2023-02-14 Active Director Consulting SubSL_1 Canada London DS02 Business 2023-02-07
85109 5497 Platinum Inactive HR 2022-11-15 Active Employee IT SubSL_1 Canada New York TAX01 Technology 2023-07-31
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92464 8479 Platinum Inactive Finance 2023-09-09 Inactive Manager TAX SubSL_1 UK London TAX01 Business 2022-10-21
73173 1169 Gold Active IT 2023-02-20 Active Employee RMS SubSL_3 UK Toronto TAX01 Technology 2022-12-18
93852 5254 Gold Active IT 2022-09-20 Active Director RMS SubSL_1 USA Toronto DS02 NaN 2023-09-02
12752 5891 Gold Active IT 2023-09-15 Inactive Employee Audit SubSL_1 USA New York TAX01 Business 2022-11-27
11570 7369 Platinum Active Marketing 2023-04-15 Inactive Employee Audit SubSL_1 USA New York DS02 NaN 2022-12-18
90505 5938 Silver Active HR 2023-07-15 Inactive Employee RMS SubSL_3 Canada Toronto BI002 Business 2023-09-08
52122 8572 Platinum Inactive Marketing 2022-11-27 Active Employee TAX SubSL_1 Canada Los Angeles DS02 Leadership 2023-04-10
66734 9793 Bronze Inactive HR 2023-01-13 Active Employee Consulting SubSL_1 UK New York BI002 Business 2023-08-02
70980 7800 Bronze Active HR 2023-04-17 Active Manager Consulting SubSL_1 Canada New York AI001 NaN 2023-08-26
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75239 2692 Bronze Active Data Strategy 2023-07-22 Active Manager RMS SubSL_2 UK London DS02 Technology 2022-10-11
46775 2459 Bronze Active HR 2023-09-15 Active Manager Consulting SubSL_3 USA Toronto DS02 NaN 2022-11-21
74268 1958 Platinum Inactive Data Strategy 2022-11-01 Inactive Director IT SubSL_1 USA Toronto AI001 NaN 2023-04-23
16275 2967 Silver Active HR 2023-07-06 Inactive Employee Audit SubSL_2 Canada London BI002 NaN 2023-02-24
26250 9124 Bronze Inactive IT 2023-09-01 Active Manager TAX SubSL_2 UK New York TAX01 Leadership 2022-10-06
23683 8981 Platinum Inactive IT 2022-12-04 Inactive Manager RMS SubSL_3 Canada Los Angeles DS02 Business 2023-06-07
10520 8662 Bronze Active HR 2023-06-12 Inactive Supervisor TAX SubSL_3 Canada New York TAX01 Leadership 2023-09-08
48276 9798 Platinum Active Marketing 2022-11-17 Active Supervisor RMS SubSL_3 UK Los Angeles DS02 Business 2023-01-10
50411 7463 Bronze Active Data Strategy 2023-07-14 Inactive Employee Consulting SubSL_2 Canada New York BI002 Leadership 2023-02-03
87975 4717 Bronze Inactive Marketing 2023-01-19 Inactive Director Consulting SubSL_3 USA Toronto DS02 NaN 2023-07-05
82196 2835 Platinum Inactive Data Strategy 2022-10-13 Active Employee Consulting SubSL_1 USA Los Angeles TAX01 Leadership 2023-08-17
69782 9909 Gold Active IT 2023-01-08 Inactive Director Audit SubSL_2 USA London AI001 Leadership 2023-07-03
67243 3623 Gold Active HR 2023-01-31 Active Director RMS SubSL_2 Canada London DS02 Leadership 2022-09-30
67286 1642 Bronze Active HR 2023-06-12 Active Employee RMS SubSL_1 UK New York DS02 Leadership 2022-11-29
52561 1313 Platinum Inactive Data Strategy 2023-08-09 Active Employee Audit SubSL_1 USA New York TAX01 Leadership 2023-03-09
81096 5253 Silver Active IT 2023-05-31 Active Employee Consulting SubSL_2 USA New York AI001 Leadership 2022-11-11
42115 4026 Gold Active HR 2022-12-05 Inactive Supervisor Audit SubSL_1 UK London TAX01 Business 2023-05-04
91979 5542 Bronze Inactive IT 2022-09-26 Inactive Director TAX SubSL_1 UK London AI001 Business 2022-11-01
47726 9891 Gold Active Finance 2023-01-10 Active Manager TAX SubSL_1 USA New York AI001 Technology 2023-05-30
79641 5203 Platinum Active HR 2023-09-03 Inactive Supervisor RMS SubSL_1 USA Toronto DS02 NaN 2022-12-19
91701 5552 Bronze Active Data Strategy 2023-07-08 Inactive Director RMS SubSL_3 Canada Toronto AI001 Leadership 2023-05-31
23453 3275 Platinum Active Finance 2023-04-17 Inactive Manager IT SubSL_2 UK Toronto DS02 Technology 2023-06-22
95650 2651 Silver Inactive IT 2022-11-15 Active Manager Audit SubSL_1 Canada Los Angeles DS02 NaN 2023-04-10
83136 3142 Platinum Inactive Marketing 2023-02-23 Active Director Audit SubSL_1 Canada Los Angeles DS02 Business 2023-03-19
61825 4441 Bronze Active Finance 2022-10-20 Inactive Employee Audit SubSL_2 UK New York BI002 NaN 2023-08-15
26846 2747 Platinum Active IT 2022-10-08 Inactive Employee Consulting SubSL_1 USA London AI001 Technology 2023-07-13
53720 8799 Platinum Active Data Strategy 2023-06-29 Inactive Director IT SubSL_1 USA New York BI002 Technology 2023-06-24
87087 5888 Gold Inactive Marketing 2023-07-11 Active Supervisor RMS SubSL_2 Canada Los Angeles AI001 Leadership 2023-08-01
48493 4436 Bronze Inactive Finance 2023-01-27 Inactive Manager IT SubSL_2 Canada London TAX01 Leadership 2023-06-09
59019 1881 Silver Active Finance 2023-04-26 Inactive Manager IT SubSL_3 UK Toronto TAX01 Technology 2023-04-15
61147 3164 Bronze Active Finance 2022-10-11 Active Manager Consulting SubSL_2 Canada New York TAX01 Leadership 2023-07-21
89504 8019 Gold Active Marketing 2023-02-06 Active Supervisor TAX SubSL_1 USA London DS02 Leadership 2023-09-02
36996 3654 Gold Inactive IT 2023-09-09 Active Manager RMS SubSL_1 Canada London AI001 Leadership 2023-01-04
38119 7958 Bronze Inactive HR 2023-03-23 Active Supervisor TAX SubSL_1 Canada Toronto DS02 Leadership 2023-08-08
91677 4141 Bronze Inactive Marketing 2022-10-22 Inactive Supervisor TAX SubSL_3 UK Toronto TAX01 Leadership 2023-08-18
17818 4767 Silver Active Finance 2023-07-08 Inactive Supervisor Consulting SubSL_1 Canada Toronto AI001 Leadership 2022-10-11
17922 5602 Gold Active HR 2023-06-11 Active Manager Consulting SubSL_3 UK London TAX01 NaN 2023-06-24
96456 7099 Platinum Inactive Finance 2022-12-25 Inactive Employee TAX SubSL_2 Canada New York AI001 NaN 2023-07-20
31373 3537 Gold Active IT 2023-07-14 Inactive Manager RMS SubSL_3 UK Los Angeles DS02 Business 2023-05-15
89298 3879 Bronze Active HR 2022-10-12 Inactive Manager Audit SubSL_3 Canada Los Angeles TAX01 Leadership 2023-02-14
44596 6010 Gold Inactive IT 2023-07-12 Inactive Director IT SubSL_1 USA London DS02 Leadership 2023-07-24
55390 1875 Gold Active IT 2022-10-12 Inactive Employee Audit SubSL_3 USA Toronto AI001 Leadership 2023-06-27
34553 7671 Platinum Inactive Finance 2023-04-10 Inactive Manager Audit SubSL_2 UK New York TAX01 Business 2022-11-24
67234 4625 Gold Inactive HR 2022-11-17 Active Manager TAX SubSL_3 USA Toronto BI002 Leadership 2023-04-24
30211 7764 Bronze Active HR 2023-01-25 Inactive Supervisor TAX SubSL_2 Canada Toronto AI001 NaN 2023-02-22
46497 8016 Silver Inactive Marketing 2022-10-02 Active Employee RMS SubSL_1 UK Toronto BI002 NaN 2023-06-06
46837 1361 Bronze Inactive Data Strategy 2023-01-16 Active Supervisor TAX SubSL_2 Canada London DS02 Leadership 2022-10-03
43782 1162 Platinum Active Finance 2022-12-03 Inactive Director Consulting SubSL_3 Canada Los Angeles AI001 Business 2023-06-13
62716 9080 Gold Inactive Data Strategy 2022-12-14 Active Employee IT SubSL_3 UK New York DS02 Technology 2023-09-12
53655 5358 Bronze Inactive IT 2023-05-20 Active Director Audit SubSL_2 Canada New York TAX01 Business 2023-01-09
79252 1575 Silver Inactive Finance 2022-11-14 Active Employee Audit SubSL_1 USA Toronto AI001 Business 2022-11-14
57812 1561 Gold Active HR 2022-12-09 Active Employee Consulting SubSL_1 UK New York BI002 NaN 2022-12-17
77768 7249 Silver Inactive Data Strategy 2023-08-06 Active Manager TAX SubSL_3 USA London BI002 NaN 2023-04-23
28083 8871 Platinum Active Data Strategy 2023-04-14 Active Employee Consulting SubSL_1 USA New York TAX01 Technology 2023-08-27
90112 4853 Bronze Active Data Strategy 2023-06-13 Active Employee IT SubSL_3 UK Toronto TAX01 NaN 2023-03-01
13900 4512 Bronze Inactive Marketing 2022-10-11 Active Director TAX SubSL_1 UK New York DS02 NaN 2023-07-08
80993 4137 Gold Inactive Data Strategy 2023-05-23 Inactive Employee RMS SubSL_2 USA Toronto AI001 Leadership 2022-10-27
23852 4866 Platinum Active HR 2022-11-06 Active Manager Consulting SubSL_2 Canada London TAX01 Business 2023-09-03
61620 3378 Silver Inactive Marketing 2023-02-10 Active Director Consulting SubSL_3 UK New York DS02 Leadership 2023-01-26
28811 7313 Gold Inactive Marketing 2023-01-25 Active Manager RMS SubSL_1 USA London BI002 Technology 2023-05-29
21048 9789 Platinum Active Marketing 2023-07-29 Inactive Employee TAX SubSL_2 Canada Toronto AI001 Technology 2023-03-17
37664 9789 Bronze Inactive Data Strategy 2022-11-12 Active Director Consulting SubSL_2 UK London BI002 Leadership 2023-07-17
59203 3523 Platinum Inactive Data Strategy 2022-12-21 Active Manager IT SubSL_2 UK New York AI001 Technology 2023-02-02
87719 8499 Platinum Inactive IT 2022-12-03 Active Employee TAX SubSL_2 USA London AI001 Technology 2023-08-08
72867 5073 Platinum Inactive IT 2022-11-17 Active Supervisor RMS SubSL_2 UK New York BI002 Business 2023-09-15
51937 1958 Bronze Active HR 2023-07-29 Inactive Director RMS SubSL_1 Canada Toronto AI001 Business 2023-03-27
82766 2146 Platinum Inactive Marketing 2023-01-15 Inactive Employee RMS SubSL_2 USA Toronto DS02 Technology 2022-12-25
34425 8832 Platinum Inactive IT 2023-06-24 Active Employee TAX SubSL_2 UK Los Angeles TAX01 Leadership 2023-01-09
27931 7350 Gold Active IT 2023-07-30 Active Employee IT SubSL_1 UK New York TAX01 NaN 2023-06-18
87783 7024 Silver Active Finance 2023-04-27 Inactive Employee IT SubSL_1 UK London TAX01 Technology 2023-01-18
22357 8490 Bronze Active Marketing 2023-04-26 Inactive Supervisor IT SubSL_2 USA Toronto DS02 Business 2023-07-30
72798 5885 Gold Inactive IT 2023-08-25 Active Employee RMS SubSL_2 UK Los Angeles DS02 Leadership 2022-11-06
70353 1730 Platinum Active IT 2023-02-04 Active Supervisor Audit SubSL_1 Canada Los Angeles DS02 Leadership 2022-10-30
11247 9531 Gold Active HR 2022-10-08 Active Manager IT SubSL_2 USA London DS02 Business 2023-07-21
79335 1349 Bronze Active IT 2023-04-02 Active Director Consulting SubSL_3 Canada Los Angeles AI001 Leadership 2022-12-25
79503 6539 Silver Active Finance 2023-05-20 Active Employee Consulting SubSL_2 UK New York BI002 Business 2023-02-10
36696 4820 Bronze Active IT 2023-04-19 Active Director RMS SubSL_3 UK Toronto AI001 Technology 2023-04-20
88187 8755 Gold Inactive HR 2023-04-27 Inactive Director RMS SubSL_3 Canada Los Angeles DS02 Technology 2022-10-24
92892 9130 Silver Inactive Marketing 2022-10-03 Active Supervisor TAX SubSL_3 UK Los Angeles DS02 Technology 2023-04-22
82286 2701 Silver Inactive IT 2023-08-28 Inactive Director Audit SubSL_3 Canada New York AI001 Business 2022-10-21
46850 2056 Gold Active Data Strategy 2023-04-21 Inactive Supervisor Consulting SubSL_2 UK Toronto DS02 Business 2023-07-28
71047 6502 Silver Inactive Marketing 2022-12-25 Inactive Employee Consulting SubSL_3 Canada London BI002 Technology 2023-04-27
17374 8594 Silver Inactive Marketing 2023-01-29 Inactive Employee Audit SubSL_2 USA London BI002 Business 2022-11-24
17230 5748 Silver Active Marketing 2023-08-09 Inactive Employee RMS SubSL_1 USA New York DS02 Business 2023-06-18
99103 9343 Platinum Inactive Data Strategy 2023-08-10 Active Employee TAX SubSL_2 UK London BI002 Business 2023-01-15
71356 4140 Silver Active Marketing 2023-01-08 Active Manager RMS SubSL_3 Canada London BI002 NaN 2023-05-26
92814 5254 Gold Active Marketing 2022-12-01 Active Employee TAX SubSL_1 UK Los Angeles TAX01 Technology 2023-08-18
33456 9267 Platinum Inactive Marketing 2022-11-04 Active Manager TAX SubSL_3 USA New York DS02 Leadership 2022-10-01
22476 8201 Silver Inactive Finance 2022-11-06 Inactive Supervisor IT SubSL_3 USA Toronto TAX01 NaN 2023-05-23
26341 9274 Gold Inactive Finance 2023-09-03 Active Supervisor RMS SubSL_2 Canada London AI001 Leadership 2023-04-12
22144 2206 Bronze Inactive Marketing 2023-04-25 Inactive Supervisor Consulting SubSL_2 UK Toronto TAX01 Leadership 2023-07-04
92207 4106 Platinum Active Data Strategy 2023-03-04 Inactive Director Audit SubSL_2 UK New York BI002 Business 2022-12-21
27548 6728 Silver Active Finance 2022-10-09 Inactive Employee RMS SubSL_3 Canada Toronto TAX01 Business 2023-03-28
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