# Montclair State University Statistical Error Questions

The Vice President of HR is tasked with overseeing the hiring of all new staff. She has noticed a disturbing trend recently. Employees who are younger and have only worked for a few companies are less satisfied with their work. She thinks this could be because they fear they are missing out on other opportunities.

However, she wants to know if there is data to support this. Therefore, she needs to know if there is a difference in job satisfaction between employees who have worked for more than 4 companies and employees who have worked for 4 or less companies.

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Use the dummy database to answer the following questions:

1. What is the mean job satisfaction for employees who have worked for more than 4 companies?

2. What is the mean job satisfaction for employees than have worked for 4 or less companies?

3. What is the t-statistic for the difference of those means?

4. What is the p-value for that t-statistic

• <.05 and >.01
• >.05
• <.01 and >.001
• <.001
• 5. Is the difference in job satisfaction between employees who have worked for more than 4 companies and employees who have worked for 4 or less companies significant?

• Yes, the p-value <.05
• Yes, the p-value <.01
• No
• Yes, the p-value <.001
• Age
37
35
40
28
34
36
47
42
54
39
37
31
45
33
51
45
23
34
34
19
48
31
46
33
20
24
37
33
35
47
35
43
29
58
36
37
36
41
31
37
30
35
37
39
41
59
38
49
36
45
35
Attrition
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
Yes
No
No
No
No
No
Yes
No
No
No
No
No
No
Yes
Yes
No
No
No
No
No
No
No
Yes
No
Yes
Yes
No
No
Yes
No
No
No
DailyRate
Travel_Rarely 397
Travel_Rarely 660
Travel_Frequently
1395
Travel_Rarely 760
Travel_Rarely 937
Travel_Frequently635
Non-Travel
1162
Travel_Rarely 300
Travel_Rarely 1217
Travel_Rarely 613
Travel_Rarely 1225
Travel_Frequently561
Travel_Rarely 538
Travel_Rarely 461
Travel_Frequently237
Travel_Rarely 788
Travel_Rarely 885
Travel_Rarely 401
Travel_Rarely 628
Travel_Frequently602
Travel_Rarely 1236
Non-Travel
587
Travel_Rarely 1450
Travel_Frequently430
Travel_Rarely 727
Travel_Rarely 813
Non-Travel
728
Travel_Frequently
1146
Travel_Rarely 672
Travel_Rarely 1454
Travel_Rarely 890
Travel_Rarely 1291
Travel_Rarely 806
Travel_Rarely 289
Travel_Rarely 676
Travel_Rarely 290
Travel_Rarely 1266
Non-Travel
509
Travel_Rarely 1112
Non-Travel
1413
Travel_Rarely 1138
Travel_Rarely 1204
Travel_Rarely 671
Travel_Rarely 1162
Travel_Rarely 1102
Travel_Rarely 715
Travel_Rarely 1321
Travel_Rarely 1184
Travel_Rarely 1120
Travel_Rarely 1329
Travel_Rarely 802
DepartmentDistanceFromHome
Degree
Education
Research & Development
7 MBA
4
Sales
7 High School
1
Research & Development
26 Bachelor
3
Sales
2 MBA
4
Sales
1 Bachelor
3
Research & Development
18 High School
1
Research & Development
1 High School
1
Research & Development
2 Bachelor
3
Research & Development
2 MBA
4
Research & Development
6 High School
1
Research & Development
10 High School
2
Research & Development
3 Bachelor
3
Research & Development
1 MBA
4
Research & Development
13 High School
1
Sales
9 Bachelor
3
Human Resources24 MBA
4
Research & Development
4 Bachelor
3
Research & Development
1 Bachelor
3
Research & Development
8 Bachelor
3
Sales
1 High School
1
Research & Development
1 MBA
4
Sales
2 MBA
4
Research & Development
15 High School
2
Sales
7 Bachelor
3
Sales
9 High School
1
Research & Development
1 Bachelor
3
Research & Development
1 MBA
4
Sales
25 Bachelor
3
Research & Development
25 Bachelor
3
Sales
2 MBA
4
Sales
2 Bachelor
3
Research & Development
15 High School
2
Research & Development
7 Bachelor
3
Research & Development
2 Bachelor
3
Research & Development
1 Bachelor
3
Research & Development
21 Bachelor
3
Sales
10 MBA
4
Research & Development
2 MBA
4
Sales
5 MBA
4
Research & Development
5 High School
2
Research & Development
6 Bachelor
3
Sales
4 Bachelor
3
Research & Development
19 Bachelor
3
Sales
3 High School
2
Sales
1 High School
2
Research & Development
2 Bachelor
3
Sales
1 MBA
4
Sales
11 Bachelor
3
Sales
11 MBA
4
Research & Development
2 High School
2
Research & Development
10 Bachelor
3
EducationField
EmployeeCount
Medical
1
Life Sciences
1
Medical
1
Marketing
1
Marketing
1
Medical
1
Medical
1
Life Sciences
1
Technical Degree 1
Medical
1
Life Sciences
1
Life Sciences
1
Technical Degree 1
Life Sciences
1
Life Sciences
1
Medical
1
Medical
1
Life Sciences
1
Medical
1
Technical Degree 1
Life Sciences
1
Life Sciences
1
Life Sciences
1
Medical
1
Life Sciences
1
Medical
1
Medical
1
Medical
1
Technical Degree 1
Life Sciences
1
Marketing
1
Life Sciences
1
Technical Degree 1
Technical Degree 1
Other
1
Life Sciences
1
Technical Degree 1
Other
1
Life Sciences
1
Technical Degree 1
Technical Degree 1
Technical Degree 1
Life Sciences
1
Medical
1
Life Sciences
1
Life Sciences
1
Life Sciences
1
Marketing
1
Marketing
1
Other
1
Other
1
46
38
27
30
38
31
41
35
48
29
30
32
29
30
18
29
42
27
26
56
29
43
56
41
42
31
29
31
26
29
33
54
37
50
28
47
36
22
41
30
33
35
40
29
32
22
25
36
36
39
35
45
Yes
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
Yes
Yes
Yes
No
No
No
No
No
No
No
No
Travel_Rarely 377
Travel_Frequently
1186
Travel_Rarely 954
Travel_Rarely 202
Travel_Rarely 201
Travel_Frequently
1060
Travel_Rarely 642
Travel_Frequently944
Travel_Rarely 163
Travel_Rarely 665
Travel_Rarely 288
Travel_Rarely 499
Travel_Rarely 1176
Travel_Rarely 413
Travel_Rarely 812
Travel_Rarely 136
Non-Travel
179
Travel_Rarely 975
Travel_Frequently575
Travel_Rarely 1369
Travel_Rarely 1401
Travel_Rarely 930
Travel_Rarely 1400
Travel_Frequently
1200
Travel_Rarely 188
Travel_Frequently793
Non-Travel
1496
Travel_Frequently
1327
Travel_Frequently
1096
Travel_Rarely 942
Travel_Rarely 516
Travel_Frequently966
Travel_Rarely 1462
Travel_Frequently562
Travel_Rarely 1451
Travel_Rarely 249
Travel_Rarely 1040
Travel_Rarely 217
Travel_Rarely 1411
Travel_Rarely 852
Travel_Frequently
1111
Travel_Frequently130
Travel_Rarely 575
Travel_Rarely 408
Travel_Rarely 824
Travel_Rarely 1136
Travel_Rarely 583
Travel_Rarely 1425
Travel_Rarely 922
Travel_Rarely 722
Travel_Rarely 662
Travel_Rarely 1015
Sales
9 Bachelor
Research & Development
3 MBA
Sales
9 Bachelor
Sales
2 High School
Research & Development
10 Bachelor
Sales
1 Bachelor
Research & Development
1 Bachelor
Sales
1 Bachelor
Sales
2 PhD
Research & Development
15 Bachelor
Research & Development
2 Bachelor
Sales
2 High School
Sales
3 High School
Sales
7 High School
Sales
10 Bachelor
Research & Development
1 Bachelor
Human Resources 2 PhD
Research & Development
7 Bachelor
Research & Development
1 High School
Research & Development
23 Bachelor
Research & Development
6 High School
Research & Development
6 Bachelor
Research & Development
7 Bachelor
Research & Development
22 Bachelor
Research & Development
29 Bachelor
Sales
20 Bachelor
Research & Development
1 High School
Research & Development
3 MBA
Research & Development
6 Bachelor
Research & Development
15 High School
Research & Development
8 PhD
Research & Development
1 MBA
Research & Development
11 Bachelor
Sales
8 High School
Research & Development
2 High School
Sales
2 High School
Research & Development
3 High School
Research & Development
8 High School
Research & Development
19 High School
Sales
10 Bachelor
Sales
5 High School
Research & Development
25 MBA
Sales
22 High School
Sales
23 High School
Research & Development
5 High School
Research & Development
5 Bachelor
Sales
4 High School
Research & Development
14 High School
Research & Development
3 High School
Sales
24 High School
Sales
1 PhD
Research & Development
5 PhD
3
4
3
1
3
3
3
3
5
3
3
1
2
1
3
3
5
3
2
3
1
3
3
3
3
3
1
4
3
1
5
4
3
2
1
2
2
1
2
3
1
4
2
1
2
3
1
1
2
1
5
5
Marketing
Other
Marketing
Technical Degree
Medical
Life Sciences
Life Sciences
Marketing
Marketing
Life Sciences
Life Sciences
Marketing
Medical
Marketing
Medical
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Technical Degree
Medical
Other
Life Sciences
Life Sciences
Life Sciences
Medical
Technical Degree
Life Sciences
Marketing
Life Sciences
Life Sciences
Life Sciences
Marketing
Life Sciences
Life Sciences
Marketing
Life Sciences
Life Sciences
Life Sciences
Marketing
Life Sciences
Life Sciences
Marketing
Marketing
Medical
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
49
40
31
25
32
20
33
33
32
43
24
38
50
26
32
52
29
31
31
49
34
40
30
29
39
39
28
57
22
44
50
48
31
33
29
37
50
32
55
29
22
30
39
22
46
37
39
31
33
45
31
37
No
No
No
Yes
No
No
No
No
Yes
No
Yes
No
No
No
Yes
Yes
No
No
Yes
Yes
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
Yes
No
No
No
No
No
Yes
No
No
Yes
No
No
No
No
Yes
No
No
No
Travel_Rarely 271
Travel_Frequently692
Travel_Frequently798
Travel_Rarely 383
Travel_Rarely 120
Travel_Rarely 805
Travel_Rarely 1069
Travel_Rarely 134
Travel_Rarely 1033
Travel_Frequently185
Travel_Rarely 984
Travel_Rarely 723
Travel_Rarely 797
Travel_Rarely 192
Travel_Frequently238
Travel_Rarely 723
Travel_Rarely 144
Travel_Rarely 311
Travel_Rarely 1079
Travel_Frequently
1475
Non-Travel
1381
Travel_Rarely 1308
Travel_Rarely 979
Travel_Rarely 1378
Travel_Frequently443
Travel_Rarely 408
Non-Travel
1476
Travel_Rarely 405
Travel_Rarely 1256
Travel_Rarely 1315
Non-Travel
145
Travel_Rarely 1469
Travel_Frequently
1445
Travel_Frequently827
Travel_Frequently337
Travel_Rarely 1470
Travel_Frequently
1115
Travel_Rarely 1401
Travel_Rarely 189
Non-Travel
746
Travel_Rarely 617
Travel_Rarely 853
Travel_Rarely 1462
Travel_Rarely 391
Travel_Rarely 1402
Travel_Rarely 124
Travel_Rarely 1132
Travel_Rarely 196
Travel_Rarely 465
Non-Travel
336
Travel_Rarely 326
Travel_Rarely 161
Research & Development
3 High School
Research & Development
11 Bachelor
Research & Development
7 High School
Sales
9 High School
Research & Development
6 PhD
Research & Development
3 Bachelor
Research & Development
1 Bachelor
Research & Development
2 Bachelor
Research & Development
9 Bachelor
Research & Development
10 MBA
Research & Development
17 High School
Sales
2 MBA
Research & Development
4 High School
Research & Development
1 High School
Research & Development
5 High School
Research & Development
8 MBA
Sales
10 High School
Research & Development
20 Bachelor
Sales
16 MBA
Research & Development
28 High School
Sales
4 MBA
Research & Development
14 Bachelor
Sales
15 High School
Research & Development
13 High School
Research & Development
8 High School
Research & Development
2 MBA
Research & Development
1 Bachelor
Research & Development
1 High School
Research & Development
19 High School
Research & Development
3 MBA
Sales
1 Bachelor
Research & Development
20 MBA
Research & Development
1 PhD
Research & Development
1 MBA
Research & Development
14 High School
Research & Development
10 Bachelor
Research & Development
1 Bachelor
Sales
4 High School
Human Resources26 MBA
Sales
2 Bachelor
Research & Development
3 High School
Research & Development
7 MBA
Sales
6 Bachelor
Research & Development
7 High School
Sales
2 Bachelor
Research & Development
3 Bachelor
Research & Development
1 Bachelor
Sales
29 MBA
Research & Development
2 High School
Sales
26 Bachelor
Sales
8 High School
Research & Development
10 Bachelor
2
3
2
2
5
3
3
3
3
4
2
4
1
2
2
4
1
3
4
2
4
3
2
2
1
4
3
2
1
4
3
4
5
4
1
3
3
2
4
3
1
4
3
1
3
3
3
4
2
3
2
3
Medical
Technical Degree
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Marketing
Life Sciences
Medical
Life Sciences
Medical
Marketing
Life Sciences
Marketing
Life Sciences
Marketing
Medical
Marketing
Other
Life Sciences
Technical Degree
Life Sciences
Life Sciences
Medical
Other
Life Sciences
Medical
Life Sciences
Other
Other
Medical
Life Sciences
Life Sciences
Human Resources
Life Sciences
Life Sciences
Life Sciences
Medical
Life Sciences
Marketing
Other
Medical
Marketing
Life Sciences
Marketing
Life Sciences
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
29
34
29
59
36
43
24
23
33
31
41
29
27
35
34
37
37
39
32
27
39
38
29
35
45
48
41
26
52
38
20
37
56
30
36
30
20
27
33
45
33
41
37
24
21
23
30
27
30
31
28
33
No
No
No
No
Yes
No
No
Yes
No
Yes
No
No
Yes
No
No
No
No
No
No
No
No
No
No
Yes
Yes
No
No
No
No
No
No
No
Yes
No
Yes
No
Yes
No
No
No
Yes
No
Yes
Yes
Yes
Yes
No
No
Yes
Yes
Yes
Yes
Travel_Frequently442
Travel_Frequently426
Travel_Rarely 332
Travel_Rarely 1324
Travel_Rarely 318
Travel_Rarely 1001
Travel_Rarely 1353
Travel_Rarely 1320
Non-Travel
750
Non-Travel
335
Travel_Rarely 1283
Travel_Rarely 598
Travel_Frequently
1337
Travel_Rarely 1402
Travel_Rarely 181
Travel_Rarely 408
Travel_Rarely 589
Travel_Rarely 524
Travel_Frequently585
Travel_Rarely 486
Travel_Rarely 119
Travel_Rarely 330
Travel_Rarely 1010
Travel_Rarely 556
Travel_Rarely 1449
Travel_Rarely 1221
Travel_Rarely 447
Travel_Frequently
1479
Non-Travel
715
Travel_Rarely 1084
Travel_Rarely 1141
Travel_Rarely 1319
Travel_Rarely 441
Travel_Rarely 1465
Travel_Rarely 530
Travel_Rarely 125
Travel_Rarely 1097
Travel_Rarely 1130
Travel_Rarely 586
Travel_Frequently
1249
Travel_Rarely 603
Travel_Rarely 167
Travel_Rarely 1141
Travel_Rarely 693
Travel_Rarely 1427
Travel_Frequently638
Travel_Rarely 231
Travel_Rarely 1377
Travel_Frequently109
Travel_Frequently534
Travel_Rarely 1404
Travel_Rarely 587
Sales
2 High School
Research & Development
10 MBA
Human Resources17 Bachelor
Research & Development
3 Bachelor
Research & Development
9 Bachelor
Research & Development
7 Bachelor
Sales
3 High School
Research & Development
8 High School
Sales
22 High School
Research & Development
9 High School
Research & Development
5 PhD
Research & Development
9 Bachelor
Human Resources22 Bachelor
Sales
28 MBA
Research & Development
2 MBA
Research & Development
19 High School
Sales
9 High School
Research & Development
18 High School
Research & Development
10 Bachelor
Research & Development
8 Bachelor
Sales
15 MBA
Research & Development
17 High School
Research & Development
1 Bachelor
Research & Development
23 High School
Sales
2 Bachelor
Sales
7 Bachelor
Research & Development
5 Bachelor
Research & Development
1 Bachelor
Research & Development
19 MBA
Research & Development
29 Bachelor
Sales
2 Bachelor
Research & Development
6 Bachelor
Research & Development
14 MBA
Research & Development
1 Bachelor
Sales
3 High School
Research & Development
9 High School
Research & Development
11 Bachelor
Sales
8 MBA
Sales
1 Bachelor
Research & Development
7 Bachelor
Sales
9 MBA
Research & Development
12 MBA
Research & Development
11 High School
Sales
3 High School
Research & Development
18 High School
Sales
9 Bachelor
Sales
8 High School
Sales
2 Bachelor
Research & Development
5 Bachelor
Research & Development
20 Bachelor
Research & Development
17 Bachelor
Research & Development
10 High School
2
4
3
3
3
3
2
1
2
2
5
3
3
4
4
2
2
2
3
3
4
1
3
2
3
3
3
3
4
3
3
3
4
3
1
2
3
4
3
3
4
4
2
2
1
3
2
3
3
3
3
1
Life Sciences
Life Sciences
Other
Medical
Medical
Life Sciences
Other
Medical
Marketing
Medical
Medical
Life Sciences
Human Resources
Life Sciences
Medical
Life Sciences
Marketing
Life Sciences
Life Sciences
Medical
Marketing
Life Sciences
Life Sciences
Life Sciences
Marketing
Marketing
Life Sciences
Life Sciences
Medical
Technical Degree
Medical
Medical
Life Sciences
Medical
Life Sciences
Medical
Medical
Marketing
Medical
Life Sciences
Marketing
Life Sciences
Medical
Life Sciences
Other
Marketing
Other
Life Sciences
Medical
Life Sciences
Technical Degree
Medical
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
52
34
49
36
36
35
47
32
36
32
46
39
41
35
30
33
36
53
29
59
39
52
37
22
34
26
40
36
33
41
28
56
36
39
32
41
38
40
45
37
42
33
29
27
26
54
21
34
35
21
38
54
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
Yes
No
Yes
No
No
Yes
Yes
Yes
Yes
No
No
No
No
No
No
No
No
No
No
No
Yes
Yes
No
No
Travel_Rarely 699
Travel_Rarely 1400
Travel_Rarely 809
Travel_Frequently541
Travel_Rarely 325
Non-Travel
1225
Travel_Frequently
1309
Non-Travel
976
Travel_Rarely 884
Travel_Rarely 1093
Travel_Rarely 1003
Travel_Frequently672
Travel_Rarely 465
Travel_Rarely 1214
Travel_Rarely 330
Travel_Rarely 501
Travel_Rarely 329
Travel_Frequently124
Travel_Frequently115
Travel_Rarely 142
Travel_Rarely 116
Travel_Rarely 621
Travel_Rarely 1189
Travel_Rarely 1230
Travel_Rarely 285
Travel_Rarely 775
Travel_Rarely 1300
Non-Travel
217
Travel_Frequently
1076
Non-Travel
256
Non-Travel
1366
Travel_Rarely 206
Non-Travel
427
Travel_Rarely 360
Travel_Rarely 1259
Non-Travel
906
Travel_Rarely 903
Travel_Rarely 1137
Travel_Rarely 954
Non-Travel
1063
Travel_Rarely 462
Travel_Frequently
1141
Travel_Rarely 1107
Travel_Rarely 1302
Travel_Rarely 474
Travel_Rarely 685
Travel_Rarely 996
Travel_Rarely 511
Travel_Frequently880
Travel_Rarely 1334
Travel_Rarely 1404
Travel_Frequently
1050
Research & Development
1 MBA
Sales
9 High School
Research & Development
1 Bachelor
Sales
3 MBA
Research & Development
10 MBA
Research & Development
2 MBA
Sales
4 High School
Sales
26 MBA
Sales
1 MBA
Sales
6 MBA
Research & Development
8 MBA
Research & Development
7 High School
Research & Development
14 Bachelor
Research & Development
1 Bachelor
Human Resources 1 Bachelor
Research & Development
15 High School
Sales
16 MBA
Sales
2 Bachelor
Sales
13 Bachelor
Research & Development
3 Bachelor
Research & Development
24 High School
Sales
3 MBA
Sales
3 Bachelor
Research & Development
1 High School
Research & Development
29 Bachelor
Sales
29 High School
Research & Development
24 High School
Research & Development
18 MBA
Research & Development
3 Bachelor
Sales
10 High School
Research & Development
24 High School
Human Resources 8 MBA
Research & Development
8 Bachelor
Research & Development
23 Bachelor
Research & Development
2 MBA
Research & Development
5 High School
Research & Development
2 Bachelor
Research & Development
1 MBA
Sales
2 High School
Research & Development
25 PhD
Sales
14 High School
Sales
1 Bachelor
Research & Development
28 MBA
Research & Development
19 Bachelor
Research & Development
3 Bachelor
Research & Development
3 Bachelor
Research & Development
3 High School
Sales
3 High School
Sales
12 MBA
Research & Development
10 Bachelor
Sales
1 Bachelor
Research & Development
11 MBA
4
1
3
4
4
4
1
4
4
4
4
2
3
3
3
2
4
3
3
3
1
4
3
2
3
2
2
4
3
2
2
4
3
3
4
2
3
4
2
5
2
3
4
3
3
3
2
2
4
3
3
4
Life Sciences
Life Sciences
Life Sciences
Medical
Technical Degree
Life Sciences
Medical
Marketing
Life Sciences
Medical
Life Sciences
Medical
Life Sciences
Medical
Life Sciences
Medical
Marketing
Marketing
Technical Degree
Life Sciences
Life Sciences
Marketing
Life Sciences
Life Sciences
Medical
Medical
Technical Degree
Life Sciences
Life Sciences
Medical
Technical Degree
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Technical Degree
Medical
Medical
Life Sciences
Life Sciences
Other
Life Sciences
Life Sciences
Medical
Life Sciences
Other
Life Sciences
Life Sciences
Medical
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
32
49
37
40
36
26
29
44
28
45
43
45
26
38
56
43
37
26
54
31
36
30
23
25
31
41
42
35
39
52
32
35
27
50
52
35
38
32
30
36
36
41
35
37
30
42
50
55
51
22
36
32
Yes
No
No
No
No
No
No
No
Yes
No
No
No
Yes
No
No
No
No
Yes
No
Yes
No
Yes
No
Yes
No
No
No
No
No
No
Yes
No
No
Yes
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
Travel_Rarely 1089
Non-Travel
1002
Travel_Rarely 1017
Travel_Rarely 630
Non-Travel
301
Travel_Rarely 572
Travel_Rarely 657
Travel_Rarely 528
Travel_Frequently
1009
Travel_Rarely 1268
Travel_Frequently313
Travel_Rarely 549
Travel_Frequently887
Travel_Rarely 243
Non-Travel
667
Travel_Rarely 1179
Travel_Rarely 674
Travel_Frequently426
Travel_Rarely 376
Travel_Rarely 249
Travel_Rarely 132
Travel_Rarely 138
Travel_Rarely 507
Travel_Rarely 1219
Travel_Rarely 471
Travel_Rarely 1276
Non-Travel
926
Travel_Rarely 950
Travel_Rarely 835
Travel_Rarely 1053
Travel_Rarely 964
Travel_Rarely 817
Travel_Rarely 1134
Travel_Rarely 410
Travel_Frequently322
Travel_Rarely 819
Travel_Rarely 268
Non-Travel
1200
Travel_Rarely 1358
Non-Travel
845
Travel_Rarely 329
Travel_Rarely 918
Travel_Rarely 528
Travel_Rarely 370
Travel_Rarely 241
Non-Travel
355
Travel_Rarely 804
Non-Travel
444
Travel_Rarely 432
Non-Travel
457
Travel_Frequently688
Travel_Rarely 1373
Research & Development
7 High School
Research & Development
18 MBA
Research & Development
1 High School
Sales
4 MBA
Sales
15 MBA
Sales
10 Bachelor
Research & Development
27 Bachelor
Human Resources 1 Bachelor
Research & Development
1 Bachelor
Sales
4 High School
Research & Development
21 Bachelor
Research & Development
8 MBA
Research & Development
5 High School
Sales
7 MBA
Research & Development
1 MBA
Sales
2 Bachelor
Research & Development
13 Bachelor
Human Resources17 MBA
Research & Development
19 MBA
Sales
6 MBA
Research & Development
6 Bachelor
Research & Development
22 Bachelor
Research & Development
20 High School
Research & Development
4 High School
Research & Development
4 Bachelor
Sales
2 PhD
Research & Development
21 High School
Research & Development
7 Bachelor
Research & Development
19 MBA
Research & Development
1 High School
Sales
1 High School
Research & Development
1 Bachelor
Research & Development
16 MBA
Sales
28 Bachelor
Research & Development
28 High School
Research & Development
2 Bachelor
Research & Development
2 PhD
Research & Development
1 MBA
Research & Development
24 High School
Sales
1 PhD
Research & Development
2 Bachelor
Sales
6 Bachelor
Human Resources 8 MBA
Research & Development
10 MBA
Research & Development
7 Bachelor
Research & Development
10 MBA
Research & Development
9 Bachelor
Research & Development
2 High School
Research & Development
9 MBA
Research & Development
26 High School
Research & Development
4 High School
Research & Development
5 MBA
2
4
2
4
4
3
3
3
3
2
3
4
2
4
4
3
3
4
4
4
3
3
1
1
3
5
2
3
4
2
2
3
4
3
2
3
5
4
1
5
3
3
4
4
3
4
3
1
4
2
2
4
Life Sciences
Life Sciences
Medical
Marketing
Marketing
Medical
Medical
Life Sciences
Medical
Life Sciences
Medical
Other
Medical
Marketing
Life Sciences
Medical
Medical
Life Sciences
Medical
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Technical Degree
Medical
Life Sciences
Medical
Other
Other
Life Sciences
Life Sciences
Medical
Technical Degree
Marketing
Medical
Life Sciences
Medical
Technical Degree
Life Sciences
Medical
Life Sciences
Marketing
Technical Degree
Medical
Medical
Technical Degree
Life Sciences
Medical
Life Sciences
Other
Life Sciences
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
40
42
29
35
55
48
37
27
31
30
41
33
47
38
34
25
36
24
41
36
26
38
31
41
37
20
31
38
48
40
31
38
28
39
33
28
36
22
43
42
35
45
54
45
50
36
31
31
33
33
31
32
No
No
Yes
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
Yes
Yes
No
No
No
Yes
No
No
No
Yes
No
No
Yes
No
No
Yes
No
No
No
No
No
No
Yes
No
Yes
No
No
No
Travel_Rarely 107
Travel_Rarely 622
Travel_Rarely 408
Travel_Rarely 1315
Travel_Rarely 836
Travel_Frequently117
Travel_Frequently504
Travel_Frequently793
Travel_Rarely 480
Travel_Rarely 1082
Travel_Rarely 549
Travel_Rarely 117
Travel_Rarely 1180
Travel_Rarely 1153
Travel_Frequently653
Travel_Rarely 883
Travel_Rarely 1299
Travel_Rarely 350
Travel_Rarely 334
Travel_Rarely 1456
Travel_Rarely 583
Travel_Frequently
1391
Non-Travel
325
Non-Travel
552
Travel_Rarely 1373
Travel_Rarely 129
Travel_Rarely 154
Travel_Rarely 437
Travel_Rarely 1355
Travel_Rarely 676
Travel_Rarely 192
Travel_Rarely 343
Travel_Rarely 640
Non-Travel
592
Travel_Rarely 589
Travel_Rarely 995
Travel_Rarely 1218
Non-Travel
1123
Travel_Frequently
1001
Travel_Frequently481
Travel_Rarely 1219
Non-Travel
589
Travel_Rarely 1082
Travel_Rarely 193
Travel_Rarely 1099
Non-Travel
1351
Travel_Frequently307
Travel_Rarely 1222
Travel_Frequently827
Travel_Rarely 1198
Travel_Rarely 1463
Non-Travel
953
Sales
10 Bachelor
Research & Development
2 MBA
Research & Development
25 PhD
Research & Development
22 Bachelor
Research & Development
2 MBA
Research & Development
22 Bachelor
Research & Development
10 Bachelor
Sales
2 High School
Research & Development
7 High School
Sales
12 Bachelor
Research & Development
7 High School
Research & Development
9 Bachelor
Research & Development
25 Bachelor
Research & Development
6 High School
Research & Development
10 MBA
Sales
26 High School
Research & Development
27 Bachelor
Research & Development
21 High School
Sales
2 MBA
Sales
13 PhD
Research & Development
4 High School
Research & Development
10 High School
Research & Development
5 Bachelor
Human Resources 4 Bachelor
Research & Development
2 High School
Research & Development
4 Bachelor
Sales
7 MBA
Sales
16 Bachelor
Research & Development
4 MBA
Research & Development
9 MBA
Research & Development
2 MBA
Research & Development
15 High School
Research & Development
1 Bachelor
Research & Development
2 Bachelor
Research & Development
28 MBA
Research & Development
9 Bachelor
Sales
9 MBA
Research & Development
16 High School
Research & Development
9 PhD
Sales
12 Bachelor
Sales
18 Bachelor
Sales
2 MBA
Sales
2 MBA
Research & Development
6 MBA
Research & Development
29 MBA
Research & Development
9 MBA
Research & Development
29 High School
Research & Development
11 MBA
Research & Development
29 MBA
Research & Development
1 MBA
Research & Development
23 Bachelor
Research & Development
5 MBA
3
4
5
3
4
3
3
1
2
3
2
3
3
2
4
1
3
2
4
5
2
1
3
3
2
3
4
3
4
4
4
2
3
3
4
3
4
2
5
3
3
4
4
4
4
4
2
4
4
4
3
4
Technical Degree
Life Sciences
Technical Degree
Life Sciences
Technical Degree
Medical
Medical
Life Sciences
Medical
Technical Degree
Medical
Medical
Medical
Other
Technical Degree
Medical
Medical
Technical Degree
Life Sciences
Marketing
Life Sciences
Medical
Medical
Human Resources
Other
Technical Degree
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Technical Degree
Life Sciences
Life Sciences
Medical
Life Sciences
Medical
Medical
Life Sciences
Medical
Life Sciences
Life Sciences
Other
Life Sciences
Life Sciences
Medical
Life Sciences
Medical
Other
Medical
Technical Degree
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
34
49
35
29
48
36
26
35
34
42
33
46
24
30
49
28
27
34
44
28
35
27
30
37
29
40
27
25
31
32
28
38
31
26
55
45
27
41
35
49
48
35
43
27
34
51
20
23
28
26
37
38
No
No
No
Yes
No
No
Yes
No
No
No
Yes
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
Yes
Yes
No
No
No
Yes
No
No
No
No
No
No
No
Yes
No
Yes
Yes
No
Yes
No
No
Travel_Frequently735
Travel_Rarely 464
Travel_Rarely 1370
Travel_Frequently459
Travel_Frequently365
Travel_Rarely 559
Travel_Frequently342
Travel_Rarely 882
Travel_Rarely 1440
Travel_Frequently570
Travel_Rarely 350
Travel_Rarely 563
Travel_Rarely 1206
Travel_Rarely 946
Travel_Rarely 174
Travel_Rarely 950
Travel_Rarely 1055
Travel_Rarely 1111
Travel_Frequently
1193
Travel_Rarely 103
Travel_Rarely 992
Travel_Rarely 1291
Travel_Rarely 793
Travel_Frequently
1231
Travel_Rarely 991
Travel_Rarely 1194
Travel_Frequently
1410
Travel_Rarely 1356
Travel_Rarely 1082
Non-Travel
1146
Non-Travel
280
Travel_Rarely 1180
Travel_Frequently667
Travel_Rarely 933
Travel_Rarely 478
Travel_Rarely 1234
Travel_Rarely 1420
Non-Travel
247
Travel_Rarely 776
Travel_Rarely 465
Travel_Rarely 530
Travel_Frequently636
Travel_Rarely 920
Travel_Rarely 269
Non-Travel
967
Travel_Rarely 833
Travel_Frequently871
Travel_Rarely 427
Travel_Frequently193
Travel_Rarely 471
Travel_Rarely 446
Travel_Rarely 770
Research & Development
22 MBA
Research & Development
16 Bachelor
Research & Development
27 MBA
Research & Development
24 High School
Research & Development
4 PhD
Research & Development
12 MBA
Research & Development
2 Bachelor
Sales
3 MBA
Sales
7 High School
Research & Development
8 Bachelor
Sales
5 Bachelor
Sales
1 MBA
Research & Development
17 High School
Research & Development
2 Bachelor
Sales
8 MBA
Research & Development
3 Bachelor
Research & Development
2 MBA
Sales
8 High School
Research & Development
2 High School
Research & Development
24 Bachelor
Research & Development
1 Bachelor
Sales
11 Bachelor
Research & Development
16 High School
Sales
21 High School
Sales
5 Bachelor
Research & Development
2 MBA
Sales
3 High School
Sales
10 MBA
Research & Development
1 MBA
Research & Development
15 MBA
Human Resources 1 High School
Research & Development
29 High School
Sales
1 MBA
Sales
1 Bachelor
Research & Development
2 Bachelor
Sales
11 High School
Sales
2 High School
Research & Development
7 High School
Sales
1 MBA
Research & Development
6 High School
Sales
29 High School
Research & Development
4 MBA
Research & Development
3 Bachelor
Research & Development
5 High School
Research & Development
16 MBA
Research & Development
1 Bachelor
Research & Development
6 Bachelor
Sales
7 Bachelor
Research & Development
2 Bachelor
Research & Development
24 Bachelor
Research & Development
1 MBA
Sales
10 MBA
4
3
4
2
5
4
3
4
2
3
3
4
1
3
4
3
4
2
1
3
3
3
1
2
3
4
1
4
4
4
2
1
4
3
3
2
1
1
4
1
1
4
3
1
4
3
3
3
3
3
4
4
Other
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Life Sciences
Technical Degree
Life Sciences
Marketing
Life Sciences
Medical
Medical
Technical Degree
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Medical
Medical
Life Sciences
Medical
Medical
Medical
Medical
Life Sciences
Medical
Medical
Life Sciences
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Marketing
Life Sciences
Marketing
Life Sciences
Medical
Other
Life Sciences
Technical Degree
Technical Degree
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Technical Degree
Life Sciences
Marketing
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
36
19
36
29
44
43
52
42
29
32
34
53
32
36
33
35
32
38
40
53
42
29
36
30
44
25
25
35
34
20
32
29
24
32
32
31
30
37
55
40
60
28
43
38
31
29
50
40
40
49
35
38
No
Yes
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
Yes
No
No
Yes
No
No
No
No
No
No
No
No
Yes
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Travel_Rarely 1041
Non-Travel
504
Travel_Rarely 1351
Travel_Rarely 1329
Travel_Rarely 921
Travel_Rarely 1372
Travel_Rarely 1325
Travel_Rarely 855
Travel_Frequently
1404
Travel_Rarely 495
Travel_Rarely 470
Travel_Rarely 1223
Non-Travel
300
Travel_Rarely 796
Travel_Rarely 867
Travel_Rarely 384
Travel_Frequently
1125
Travel_Frequently
1444
Travel_Rarely 369
Travel_Rarely 607
Travel_Rarely 1396
Travel_Rarely 468
Travel_Rarely 1223
Non-Travel
641
Travel_Rarely 200
Travel_Rarely 891
Travel_Rarely 949
Travel_Rarely 982
Non-Travel
1362
Travel_Frequently769
Travel_Rarely 427
Travel_Frequently574
Travel_Rarely 691
Non-Travel
1109
Travel_Rarely 548
Travel_Rarely 218
Travel_Rarely 855
Travel_Rarely 228
Travel_Frequently
1091
Travel_Rarely 750
Travel_Rarely 696
Travel_Rarely 821
Travel_Frequently422
Travel_Rarely 364
Travel_Rarely 1062
Travel_Rarely 232
Travel_Rarely 1322
Travel_Rarely 300
Travel_Rarely 611
Travel_Rarely 1418
Non-Travel
1212
Travel_Rarely 1261
Human Resources13 Bachelor
Research & Development
10 Bachelor
Research & Development
26 MBA
Research & Development
7 Bachelor
Research & Development
2 Bachelor
Sales
9 Bachelor
Research & Development
11 MBA
Research & Development
12 Bachelor
Sales
20 Bachelor
Research & Development
10 Bachelor
Research & Development
2 MBA
Research & Development
7 High School
Research & Development
1 Bachelor
Research & Development
12 PhD
Research & Development
8 MBA
Sales
8 MBA
Research & Development
16 High School
Human Resources 1 MBA
Research & Development
8 High School
Research & Development
2 PhD
Research & Development
6 Bachelor
Research & Development
28 MBA
Research & Development
8 Bachelor
Sales
25 High School
Research & Development
29 MBA
Sales
4 High School
Research & Development
1 Bachelor
Research & Development
1 MBA
Sales
19 Bachelor
Sales
9 Bachelor
Research & Development
1 Bachelor
Research & Development
20 High School
Research & Development
23 Bachelor
Research & Development
29 MBA
Research & Development
1 Bachelor
Sales
7 Bachelor
Sales
7 MBA
Sales
6 MBA
Research & Development
2 High School
Research & Development
12 Bachelor
Sales
7 MBA
Sales
5 MBA
Research & Development
1 Bachelor
Research & Development
3 PhD
Research & Development
24 Bachelor
Research & Development
19 Bachelor
Research & Development
28 Bachelor
Sales
26 Bachelor
Sales
7 MBA
Research & Development
1 Bachelor
Sales
8 High School
Research & Development
2 MBA
3
3
4
3
3
3
4
3
3
3
4
2
3
5
4
4
1
4
2
5
3
4
3
2
4
2
3
4
3
3
3
1
3
4
3
3
4
4
1
3
4
4
3
5
3
3
3
3
4
3
2
4
Human Resources
Medical
Life Sciences
Life Sciences
Life Sciences
Marketing
Life Sciences
Medical
Technical Degree
Medical
Life Sciences
Medical
Life Sciences
Medical
Life Sciences
Life Sciences
Life Sciences
Other
Life Sciences
Technical Degree
Medical
Medical
Technical Degree
Technical Degree
Other
Life Sciences
Technical Degree
Medical
Marketing
Marketing
Medical
Medical
Medical
Medical
Life Sciences
Technical Degree
Marketing
Medical
Life Sciences
Life Sciences
Marketing
Medical
Life Sciences
Technical Degree
Medical
Technical Degree
Life Sciences
Marketing
Medical
Technical Degree
Marketing
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
42
41
47
22
38
43
31
51
26
35
52
40
27
58
41
19
37
39
27
47
40
34
33
35
56
40
25
41
35
32
45
29
24
26
49
38
53
45
38
26
30
49
40
37
42
37
58
50
30
28
35
21
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
Travel_Rarely 1332
Travel_Rarely 427
Travel_Rarely 359
Travel_Frequently
1256
Travel_Rarely 1333
Travel_Rarely 574
Travel_Frequently
1125
Travel_Rarely 1405
Travel_Rarely 1066
Travel_Rarely 607
Non-Travel
585
Travel_Rarely 1202
Travel_Rarely 1377
Travel_Frequently
1216
Travel_Frequently857
Travel_Rarely 419
Travel_Rarely 1372
Non-Travel
1485
Travel_Rarely 1167
Travel_Rarely 1482
Travel_Rarely 658
Travel_Rarely 678
Travel_Frequently553
Travel_Rarely 1395
Travel_Frequently
1240
Travel_Rarely 555
Travel_Rarely 1372
Travel_Rarely 314
Travel_Rarely 185
Travel_Rarely 234
Travel_Rarely 1385
Travel_Rarely 1210
Travel_Rarely 506
Travel_Rarely 1384
Travel_Rarely 1490
Travel_Frequently216
Travel_Rarely 447
Travel_Rarely 1316
Travel_Frequently148
Travel_Rarely 1349
Travel_Rarely 1092
Travel_Rarely 301
Non-Travel
458
Travel_Rarely 571
Travel_Rarely 1265
Travel_Rarely 977
Travel_Rarely 1145
Travel_Rarely 1452
Non-Travel
990
Travel_Rarely 1144
Travel_Rarely 1017
Travel_Rarely 337
Research & Development
2 MBA
Human Resources10 MBA
Research & Development
2 MBA
Research & Development
3 MBA
Research & Development
1 Bachelor
Research & Development
11 Bachelor
Research & Development
1 Bachelor
Research & Development
11 High School
Research & Development
2 High School
Research & Development
9 Bachelor
Sales
29 MBA
Research & Development
2 High School
Research & Development
11 High School
Research & Development
15 MBA
Research & Development
10 Bachelor
Sales
21 Bachelor
Research & Development
1 Bachelor
Research & Development
25 High School
Research & Development
4 High School
Research & Development
5 PhD
Sales
10 MBA
Research & Development
19 Bachelor
Research & Development
5 MBA
Research & Development
9 MBA
Research & Development
9 Bachelor
Research & Development
2 Bachelor
Sales
18 High School
Human Resources 1 Bachelor
Research & Development
23 MBA
Sales
1 MBA
Research & Development
20 High School
Sales
2 Bachelor
Research & Development
29 High School
Research & Development
3 MBA
Research & Development
7 MBA
Research & Development
23 Bachelor
Research & Development
2 Bachelor
Research & Development
29 Bachelor
Research & Development
2 Bachelor
Research & Development
23 Bachelor
Research & Development
10 Bachelor
Research & Development
22 MBA
Research & Development
16 High School
Research & Development
10 High School
Research & Development
3 Bachelor
Research & Development
1 Bachelor
Research & Development
9 Bachelor
Research & Development
11 Bachelor
Research & Development
7 Bachelor
Sales
10 High School
Research & Development
6 MBA
Sales
7 High School
4
4
4
4
3
3
3
2
2
3
4
1
1
4
3
3
3
2
2
5
4
3
4
4
3
3
1
3
4
4
2
3
1
4
4
3
3
3
3
3
3
4
2
1
3
3
3
3
3
1
4
1
Other
Human Resources
Medical
Life Sciences
Technical Degree
Life Sciences
Life Sciences
Technical Degree
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Life Sciences
Other
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Marketing
Life Sciences
Life Sciences
Medical
Medical
Medical
Life Sciences
Human Resources
Medical
Medical
Medical
Medical
Medical
Medical
Life Sciences
Life Sciences
Medical
Medical
Medical
Life Sciences
Medical
Other
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Medical
Life Sciences
Technical Degree
Medical
Life Sciences
Marketing
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
46
38
42
27
26
29
34
41
46
28
45
49
36
37
24
28
54
57
46
45
27
29
26
51
52
34
55
27
34
27
36
44
24
51
43
42
28
38
27
30
53
45
40
25
51
52
43
42
40
30
38
41
No
No
No
No
Yes
No
No
No
No
No
No
No
Yes
No
Yes
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
Yes
No
No
No
No
No
No
No
No
No
Travel_Rarely 488
Travel_Rarely 688
Travel_Rarely 810
Travel_Rarely 1220
Travel_Rarely 950
Travel_Rarely 694
Travel_Rarely 1351
Travel_Rarely 548
Travel_Rarely 566
Non-Travel
120
Non-Travel
805
Travel_Rarely 1495
Travel_Rarely 660
Travel_Rarely 921
Travel_Rarely 1448
Travel_Rarely 580
Travel_Rarely 431
Travel_Rarely 334
Travel_Rarely 1277
Travel_Rarely 561
Travel_Rarely 1469
Travel_Rarely 1092
Travel_Frequently
1283
Travel_Rarely 770
Travel_Rarely 1323
Travel_Rarely 546
Travel_Rarely 1229
Travel_Frequently829
Travel_Rarely 1442
Travel_Rarely 155
Non-Travel
1434
Travel_Rarely 1112
Travel_Rarely 771
Travel_Frequently968
Travel_Frequently559
Travel_Rarely 201
Travel_Rarely 1083
Travel_Frequently594
Travel_Rarely 511
Travel_Rarely 1334
Travel_Rarely 1168
Travel_Rarely 1038
Travel_Rarely 1329
Travel_Rarely 1382
Travel_Frequently541
Travel_Rarely 956
Travel_Rarely 244
Travel_Rarely 265
Travel_Rarely 989
Travel_Frequently
1012
Non-Travel
152
Travel_Frequently840
Sales
2 Bachelor
Research & Development
23 MBA
Research & Development
23 PhD
Research & Development
5 Bachelor
Sales
4 MBA
Research & Development
1 Bachelor
Research & Development
1 MBA
Research & Development
9 MBA
Research & Development
7 High School
Sales
4 Bachelor
Research & Development
4 High School
Research & Development
5 MBA
Research & Development
15 Bachelor
Research & Development
10 Bachelor
Sales
1 High School
Research & Development
27 Bachelor
Research & Development
7 MBA
Research & Development
24 High School
Sales
2 Bachelor
Sales
2 Bachelor
Research & Development
1 High School
Research & Development
1 MBA
Sales
1 Bachelor
Human Resources 5 Bachelor
Research & Development
2 Bachelor
Research & Development
10 Bachelor
Research & Development
4 MBA
Sales
8 High School
Research & Development
9 Bachelor
Research & Development
4 Bachelor
Sales
8 MBA
Human Resources 1 MBA
Research & Development
1 High School
Research & Development
6 High School
Research & Development
10 MBA
Research & Development
1 MBA
Research & Development
29 High School
Research & Development
2 High School
Sales
2 High School
Sales
4 High School
Sales
24 MBA
Research & Development
20 Bachelor
Research & Development
7 Bachelor
Sales
8 High School
Sales
2 Bachelor
Research & Development
6 High School
Human Resources 2 Bachelor
Sales
5 High School
Research & Development
4 High School
Research & Development
5 MBA
Sales
10 Bachelor
Research & Development
9 Bachelor
3
4
5
3
4
3
4
4
2
3
2
4
3
3
1
3
4
2
3
3
2
4
3
3
3
3
4
1
3
3
4
4
2
2
4
4
1
2
2
2
4
3
3
2
3
2
3
2
1
4
3
3
Technical Degree
Life Sciences
Life Sciences
Life Sciences
Marketing
Life Sciences
Life Sciences
Life Sciences
Medical
Medical
Life Sciences
Technical Degree
Other
Medical
Technical Degree
Medical
Medical
Life Sciences
Life Sciences
Other
Medical
Medical
Medical
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Marketing
Medical
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Life Sciences
Medical
Medical
Medical
Life Sciences
Medical
Life Sciences
Other
Marketing
Technical Degree
Life Sciences
Marketing
Medical
Life Sciences
Technical Degree
Medical
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
29
42
36
30
42
33
33
35
34
35
30
28
29
41
33
27
38
39
31
46
32
41
31
29
22
37
33
27
44
29
26
37
36
18
51
32
32
18
49
34
54
41
50
40
36
45
42
37
34
29
27
54
No
No
No
No
No
No
Yes
No
No
No
No
Yes
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
Yes
Yes
No
No
No
No
No
No
Yes
No
Yes
No
Yes
No
No
No
No
No
Yes
No
No
No
No
Travel_Rarely 592
Travel_Rarely 1210
Travel_Rarely 164
Travel_Rarely 1288
Travel_Frequently532
Travel_Rarely 217
Travel_Rarely 1017
Travel_Frequently482
Travel_Rarely 419
Travel_Rarely 1258
Travel_Rarely 1358
Travel_Rarely 529
Travel_Rarely 738
Travel_Rarely 582
Travel_Frequently
1303
Travel_Rarely 1054
Travel_Rarely 345
Non-Travel
439
Travel_Rarely 359
Travel_Frequently638
Travel_Rarely 267
Travel_Rarely 263
Travel_Rarely 140
Travel_Rarely 469
Travel_Rarely 534
Travel_Rarely 1107
Travel_Frequently515
Travel_Frequently591
Non-Travel
489
Travel_Rarely 896
Travel_Rarely 920
Travel_Rarely 1192
Travel_Rarely 311
Non-Travel
1124
Travel_Rarely 684
Travel_Rarely 859
Travel_Frequently
1005
Travel_Rarely 230
Travel_Rarely 1098
Travel_Frequently234
Travel_Rarely 1441
Travel_Frequently143
Travel_Rarely 813
Travel_Rarely 302
Travel_Rarely 530
Travel_Rarely 1339
Travel_Rarely 557
Travel_Rarely 625
Travel_Frequently560
Travel_Rarely 1252
Travel_Frequently
1297
Travel_Rarely 155
Research & Development
7 Bachelor
Research & Development
2 Bachelor
Sales
2 High School
Sales
29 MBA
Research & Development
29 High School
Sales
10 MBA
Research & Development
25 Bachelor
Research & Development
4 MBA
Research & Development
7 MBA
Research & Development
1 MBA
Sales
16 High School
Research & Development
2 MBA
Research & Development
9 PhD
Research & Development
28 MBA
Research & Development
7 High School
Research & Development
8 Bachelor
Sales
10 High School
Research & Development
9 Bachelor
Human Resources18 PhD
Research & Development
1 Bachelor
Research & Development
29 MBA
Research & Development
6 Bachelor
Research & Development
12 High School
Sales
10 Bachelor
Research & Development
15 Bachelor
Research & Development
14 Bachelor
Research & Development
1 High School
Research & Development
2 Bachelor
Research & Development
23 Bachelor
Research & Development
18 High School
Human Resources20 High School
Research & Development
5 High School
Research & Development
7 Bachelor
Research & Development
1 Bachelor
Research & Development
6 Bachelor
Research & Development
4 Bachelor
Research & Development
2 High School
Research & Development
3 Bachelor
Research & Development
4 High School
Research & Development
9 MBA
Research & Development
17 Bachelor
Sales
4 Bachelor
Research & Development
17 PhD
Research & Development
6 Bachelor
Sales
2 MBA
Research & Development
7 Bachelor
Research & Development
18 MBA
Sales
1 MBA
Research & Development
1 MBA
Research & Development
23 High School
Research & Development
5 High School
Research & Development
9 High School
3
3
2
4
2
4
3
4
4
4
1
4
5
4
2
3
2
3
5
3
4
3
1
3
3
3
2
3
3
1
2
2
3
3
3
3
2
3
2
4
3
3
5
3
4
3
4
4
4
2
2
2
Life Sciences
Medical
Medical
Technical Degree
Life Sciences
Marketing
Medical
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Other
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Human Resources
Medical
Life Sciences
Medical
Medical
Medical
Medical
Life Sciences
Life Sciences
Medical
Medical
Medical
Medical
Medical
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Medical
Life Sciences
Technical Degree
Marketing
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Other
Life Sciences
Life Sciences
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
24
30
35
38
35
31
38
29
30
43
42
44
31
36
27
32
39
32
32
31
30
45
24
35
50
25
37
32
31
34
56
35
52
24
30
33
50
46
30
37
27
58
33
51
58
26
28
31
30
28
18
40
No
No
No
No
No
Yes
No
No
Yes
No
No
No
Yes
No
No
No
Yes
No
No
Yes
Yes
No
No
No
No
No
No
No
Yes
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
Yes
No
Travel_Rarely 1127
Travel_Rarely 911
Non-Travel
1180
Travel_Frequently
1490
Travel_Rarely 464
Travel_Frequently523
Travel_Frequently
1394
Travel_Rarely 1396
Travel_Frequently334
Travel_Rarely 982
Travel_Rarely 1147
Travel_Frequently383
Travel_Rarely 1365
Travel_Frequently469
Travel_Rarely 1354
Travel_Rarely 117
Travel_Rarely 895
Travel_Frequently
1318
Travel_Frequently116
Travel_Rarely 202
Travel_Frequently464
Travel_Rarely 374
Travel_Frequently535
Travel_Rarely 670
Travel_Rarely 264
Travel_Frequently772
Travel_Frequently319
Travel_Rarely 1062
Travel_Frequently874
Travel_Rarely 167
Travel_Rarely 1443
Non-Travel
1097
Travel_Rarely 1030
Travel_Frequently567
Travel_Frequently
1312
Travel_Rarely 922
Travel_Rarely 854
Travel_Frequently
1211
Non-Travel
1398
Travel_Rarely 482
Travel_Rarely 618
Travel_Rarely 682
Travel_Frequently
1296
Travel_Rarely 1178
Travel_Rarely 1055
Travel_Rarely 390
Travel_Rarely 440
Travel_Rarely 329
Travel_Rarely 945
Travel_Rarely 1179
Travel_Frequently544
Travel_Rarely 1171
Research & Development
18 High School
Research & Development
1 High School
Research & Development
2 High School
Research & Development
2 High School
Research & Development
4 High School
Research & Development
2 Bachelor
Research & Development
8 Bachelor
Sales
10 Bachelor
Sales
26 MBA
Research & Development
12 Bachelor
Human Resources10 Bachelor
Sales
1 PhD
Sales
13 MBA
Research & Development
3 Bachelor
Research & Development
2 MBA
Sales
13 MBA
Sales
5 Bachelor
Sales
10 MBA
Research & Development
13 Bachelor
Research & Development
8 Bachelor
Research & Development
4 Bachelor
Sales
20 Bachelor
Sales
24 Bachelor
Research & Development
10 MBA
Sales
9 Bachelor
Research & Development
2 High School
Sales
4 MBA
Research & Development
2 Bachelor
Research & Development
15 Bachelor
Research & Development
8 PhD
Sales
11 PhD
Research & Development
11 High School
Sales
5 Bachelor
Research & Development
2 High School
Research & Development
23 Bachelor
Research & Development
1 PhD
Sales
1 MBA
Sales
5 MBA
Sales
22 MBA
Research & Development
3 Bachelor
Research & Development
4 Bachelor
Sales
10 MBA
Research & Development
6 Bachelor
Sales
14 High School
Research & Development
1 Bachelor
Research & Development
17 MBA
Research & Development
21 Bachelor
Research & Development
1 High School
Sales
9 Bachelor
Research & Development
19 MBA
Sales
3 High School
Research & Development
10 MBA
1
2
2
2
2
3
3
3
4
3
3
5
4
3
4
4
3
4
3
3
3
3
3
4
3
1
4
3
3
5
5
2
3
1
3
5
4
4
4
3
3
4
3
2
3
4
3
2
3
4
2
4
Life Sciences
Medical
Medical
Life Sciences
Other
Life Sciences
Medical
Life Sciences
Marketing
Life Sciences
Human Resources
Marketing
Medical
Technical Degree
Technical Degree
Life Sciences
Technical Degree
Marketing
Other
Life Sciences
Technical Degree
Life Sciences
Medical
Medical
Marketing
Life Sciences
Marketing
Medical
Medical
Life Sciences
Marketing
Medical
Life Sciences
Technical Degree
Life Sciences
Medical
Medical
Marketing
Other
Other
Life Sciences
Medical
Life Sciences
Life Sciences
Medical
Medical
Medical
Life Sciences
Medical
Medical
Medical
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
28
45
51
51
28
36
33
29
52
33
27
41
47
53
50
42
44
38
34
32
60
26
48
58
29
52
40
21
36
33
35
47
36
50
34
25
32
33
34
23
40
21
46
41
57
33
43
44
23
41
24
31
No
No
No
No
Yes
No
No
No
No
Yes
No
No
No
No
No
No
No
No
Yes
No
No
Yes
No
No
Yes
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
Yes
No
Yes
No
No
No
No
No
No
No
Yes
No
Yes
Travel_Rarely 736
Travel_Rarely 252
Travel_Rarely 1318
Travel_Rarely 313
Travel_Rarely 329
Travel_Rarely 557
Travel_Rarely 1075
Travel_Rarely 1086
Travel_Rarely 319
Travel_Rarely 813
Travel_Frequently294
Travel_Rarely 930
Travel_Rarely 983
Travel_Rarely 1219
Travel_Rarely 1126
Travel_Frequently748
Non-Travel
381
Travel_Frequently888
Travel_Rarely 790
Travel_Rarely 1018
Travel_Rarely 370
Travel_Frequently575
Travel_Rarely 855
Travel_Rarely 605
Travel_Rarely 428
Travel_Frequently890
Travel_Rarely 523
Non-Travel
895
Non-Travel
894
Travel_Frequently
1392
Travel_Rarely 583
Travel_Rarely 1225
Travel_Rarely 1278
Travel_Frequently
1234
Travel_Rarely 699
Travel_Rarely 882
Travel_Rarely 801
Travel_Rarely 392
Travel_Rarely 810
Travel_Rarely 1243
Travel_Rarely 543
Travel_Frequently251
Non-Travel
1144
Travel_Rarely 896
Travel_Rarely 593
Non-Travel
1313
Travel_Frequently
1422
Travel_Rarely 1488
Travel_Rarely 541
Travel_Rarely 1085
Non-Travel
830
Travel_Frequently703
Sales
26 Bachelor
Research & Development
1 Bachelor
Sales
26 MBA
Research & Development
3 Bachelor
Research & Development
24 Bachelor
Sales
3 Bachelor
Human Resources 3 High School
Research & Development
7 High School
Research & Development
3 Bachelor
Research & Development
14 Bachelor
Research & Development
10 High School
Sales
3 Bachelor
Research & Development
2 High School
Sales
2 MBA
Research & Development
1 High School
Research & Development
9 High School
Research & Development
24 Bachelor
Human Resources10 MBA
Sales
24 MBA
Research & Development
2 MBA
Research & Development
1 MBA
Research & Development
3 High School
Research & Development
4 Bachelor
Sales
21 Bachelor
Sales
9 Bachelor
Research & Development
25 MBA
Research & Development
2 Bachelor
Sales
9 High School
Research & Development
1 MBA
Research & Development
3 MBA
Research & Development
25 MBA
Sales
2 MBA
Human Resources 8 Bachelor
Research & Development
20 PhD
Research & Development
6 High School
Research & Development
19 High School
Sales
1 MBA
Sales
2 MBA
Sales
8 High School
Research & Development
6 Bachelor
Research & Development
1 MBA
Research & Development
10 High School
Research & Development
7 MBA
Sales
6 Bachelor
Research & Development
1 MBA
Research & Development
1 High School
Sales
2 MBA
Sales
1 PhD
Sales
2 High School
Research & Development
2 MBA
Sales
13 High School
Sales
2 Bachelor
3
3
4
3
3
3
2
1
3
3
2
3
2
4
2
2
3
4
4
4
4
1
3
3
3
4
3
2
4
4
4
4
3
5
1
1
4
4
2
3
4
2
4
3
4
2
4
5
1
4
2
3
Life Sciences
Other
Marketing
Medical
Medical
Medical
Human Resources
Medical
Medical
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Medical
Medical
Medical
Human Resources
Medical
Medical
Medical
Technical Degree
Life Sciences
Life Sciences
Marketing
Medical
Life Sciences
Medical
Medical
Life Sciences
Medical
Life Sciences
Life Sciences
Medical
Medical
Medical
Marketing
Medical
Technical Degree
Life Sciences
Life Sciences
Life Sciences
Medical
Life Sciences
Medical
Medical
Life Sciences
Marketing
Technical Degree
Life Sciences
Life Sciences
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
19
32
23
47
45
29
28
44
40
46
28
40
31
43
47
32
43
19
46
46
37
35
27
25
36
34
22
43
40
37
40
31
25
38
44
21
52
54
40
34
49
50
31
27
34
46
30
34
30
38
40
26
Yes
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
Yes
No
Yes
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
Yes
No
No
No
Yes
No
No
No
Yes
No
Travel_Rarely 489
Non-Travel
1184
Travel_Rarely 160
Travel_Rarely 465
Travel_Rarely 194
Travel_Rarely 718
Travel_Frequently791
Travel_Rarely 986
Travel_Rarely 329
Travel_Rarely 991
Travel_Frequently289
Travel_Rarely 1124
Travel_Rarely 616
Travel_Rarely 415
Travel_Rarely 955
Travel_Rarely 977
Travel_Rarely 1034
Travel_Rarely 303
Travel_Rarely 706
Travel_Rarely 1254
Travel_Frequently889
Travel_Rarely 144
Travel_Rarely 199
Travel_Rarely 309
Travel_Rarely 335
Non-Travel
1375
Travel_Frequently
1368
Travel_Rarely 589
Travel_Rarely 896
Travel_Rarely 783
Travel_Rarely 118
Travel_Rarely 182
Travel_Rarely 180
Travel_Rarely 849
Travel_Rarely 1467
Travel_Rarely 1343
Travel_Rarely 258
Travel_Rarely 821
Non-Travel
1094
Travel_Frequently988
Travel_Rarely 527
Travel_Rarely 1207
Travel_Rarely 542
Travel_Frequently472
Travel_Rarely 304
Travel_Rarely 1485
Travel_Frequently600
Travel_Frequently
1069
Travel_Rarely 1339
Travel_Rarely 1495
Travel_Rarely 299
Travel_Rarely 1443
Human Resources 2 High School
Research & Development
1 Bachelor
Research & Development
4 High School
Research & Development
1 Bachelor
Research & Development
9 Bachelor
Research & Development
8 High School
Research & Development
1 MBA
Research & Development
8 MBA
Research & Development
1 MBA
Human Resources 1 High School
Research & Development
2 High School
Sales
1 High School
Research & Development
12 Bachelor
Sales
25 Bachelor
Sales
4 High School
Research & Development
2 Bachelor
Sales
16 Bachelor
Research & Development
2 Bachelor
Research & Development
2 High School
Sales
10 Bachelor
Research & Development
9 Bachelor
Research & Development
22 Bachelor
Research & Development
6 Bachelor
Human Resources 2 Bachelor
Sales
17 High School
Sales
10 Bachelor
Research & Development
4 High School
Research & Development
14 High School
Research & Development
2 Bachelor
Research & Development
7 MBA
Sales
14 High School
Research & Development
8 PhD
Research & Development
2 High School
Research & Development
25 High School
Research & Development
20 Bachelor
Sales
22 High School
Research & Development
8 MBA
Research & Development
5 High School
Sales
28 Bachelor
Human Resources23 Bachelor
Research & Development
8 High School
Research & Development
28 High School
Sales
20 Bachelor
Research & Development
1 High School
Sales
2 Bachelor
Research & Development
18 Bachelor
Human Resources 8 Bachelor
Research & Development
2 High School
Sales
5 Bachelor
Research & Development
10 Bachelor
Sales
25 MBA
Sales
23 Bachelor
2
3
1
3
3
1
4
4
4
2
2
2
3
3
2
3
3
3
2
3
3
3
3
3
2
3
1
2
3
4
2
5
1
2
3
1
4
2
3
3
2
1
3
1
3
3
3
1
3
3
4
3
Technical Degree
Life Sciences
Medical
Technical Degree
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Life Sciences
Medical
Medical
Medical
Medical
Life Sciences
Medical
Marketing
Life Sciences
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Human Resources
Marketing
Life Sciences
Technical Degree
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Technical Degree
Other
Medical
Other
Human Resources
Other
Medical
Life Sciences
Technical Degree
Other
Medical
Human Resources
Life Sciences
Life Sciences
Medical
Marketing
Marketing
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
31
30
34
25
33
51
47
26
29
37
45
42
55
31
35
48
56
37
35
34
36
35
33
28
54
32
36
44
36
39
38
40
25
42
25
30
53
43
35
36
19
39
38
39
33
34
53
47
35
30
48
39
Yes
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
Yes
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
Travel_Frequently754
Travel_Rarely 153
Travel_Frequently618
Travel_Rarely 622
Travel_Frequently508
Travel_Rarely 1323
Travel_Rarely 571
Non-Travel
786
Travel_Frequently410
Travel_Rarely 309
Travel_Rarely 1457
Travel_Rarely 1128
Travel_Rarely 452
Travel_Rarely 688
Travel_Rarely 1142
Non-Travel
1262
Travel_Rarely 713
Travel_Rarely 367
Travel_Rarely 755
Travel_Rarely 735
Travel_Rarely 711
Travel_Rarely 619
Travel_Rarely 654
Travel_Rarely 1476
Travel_Rarely 397
Travel_Rarely 906
Travel_Rarely 885
Travel_Rarely 935
Travel_Rarely 1403
Non-Travel
105
Travel_Rarely 371
Non-Travel
663
Travel_Rarely 977
Travel_Rarely 635
Travel_Rarely 688
Non-Travel
111
Travel_Rarely 1084
Non-Travel
343
Non-Travel
727
Travel_Rarely 913
Travel_Rarely 645
Travel_Rarely 1383
Travel_Rarely 322
Travel_Frequently
1218
Non-Travel
530
Travel_Rarely 479
Travel_Rarely 1395
Travel_Frequently
1379
Travel_Rarely 737
Travel_Rarely 1176
Travel_Rarely 492
Travel_Frequently945
Sales
26 MBA
Research & Development
8 High School
Research & Development
3 High School
Sales
13 High School
Sales
10 Bachelor
Research & Development
4 MBA
Sales
14 Bachelor
Research & Development
7 Bachelor
Research & Development
2 High School
Sales
10 MBA
Research & Development
7 Bachelor
Research & Development
13 Bachelor
Research & Development
1 Bachelor
Sales
7 Bachelor
Research & Development
23 MBA
Research & Development
1 MBA
Research & Development
8 Bachelor
Research & Development
25 High School
Research & Development
9 MBA
Sales
3 High School
Research & Development
5 MBA
Sales
1 Bachelor
Research & Development
5 Bachelor
Research & Development
16 High School
Human Resources19 MBA
Sales
7 Bachelor
Research & Development
16 MBA
Research & Development
3 Bachelor
Research & Development
6 Bachelor
Research & Development
9 Bachelor
Research & Development
2 Bachelor
Research & Development
9 MBA
Research & Development
2 High School
Sales
1 High School
Research & Development
3 Bachelor
Research & Development
9 Bachelor
Research & Development
13 High School
Research & Development
9 Bachelor
Research & Development
3 Bachelor
Research & Development
9 High School
Research & Development
9 High School
Human Resources 2 Bachelor
Sales
7 High School
Research & Development
1 High School
Sales
16 Bachelor
Research & Development
7 MBA
Research & Development
24 MBA
Research & Development
16 MBA
Sales
10 Bachelor
Research & Development
20 Bachelor
Sales
16 MBA
Research & Development
22 Bachelor
4
2
1
1
3
4
3
3
1
4
3
3
3
3
4
4
3
2
4
1
4
3
3
2
4
3
4
3
3
3
3
4
1
1
3
3
2
3
3
2
2
3
2
1
3
4
4
4
3
3
4
3
Marketing
Life Sciences
Life Sciences
Medical
Marketing
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Medical
Medical
Medical
Life Sciences
Medical
Medical
Life Sciences
Medical
Life Sciences
Medical
Life Sciences
Marketing
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Other
Other
Life Sciences
Medical
Medical
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Medical
Medical
Medical
Medical
Other
Life Sciences
Medical
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
47
48
37
39
36
42
22
30
34
43
34
30
33
34
30
53
28
44
39
30
31
43
27
28
32
30
42
35
24
31
48
33
35
25
26
45
35
22
35
37
34
21
44
36
54
29
46
30
44
32
54
44
No
No
No
No
No
No
No
Yes
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
Yes
Yes
No
No
Yes
No
No
No
No
No
No
No
Yes
No
No
Yes
No
No
No
Non-Travel
1169
Travel_Rarely 969
Travel_Rarely 558
Non-Travel
1251
Travel_Rarely 938
Travel_Frequently458
Travel_Rarely 594
Travel_Rarely 1005
Travel_Rarely 829
Travel_Rarely 177
Travel_Rarely 1157
Travel_Rarely 305
Travel_Rarely 118
Travel_Frequently702
Travel_Frequently160
Travel_Rarely 970
Non-Travel
1103
Travel_Rarely 1037
Travel_Rarely 466
Travel_Rarely 438
Travel_Rarely 1276
Travel_Frequently775
Non-Travel
443
Travel_Rarely 1217
Travel_Rarely 371
Travel_Rarely 317
Travel_Rarely 269
Travel_Frequently146
Non-Travel
1092
Travel_Frequently444
Travel_Rarely 715
Travel_Rarely 211
Travel_Rarely 1490
Travel_Rarely 867
Travel_Rarely 1357
Non-Travel
248
Travel_Rarely 1276
Travel_Rarely 1294
Travel_Frequently200
Travel_Frequently663
Travel_Rarely 665
Travel_Rarely 546
Travel_Rarely 136
Travel_Frequently
1480
Travel_Rarely 548
Travel_Rarely 341
Travel_Rarely 1125
Travel_Rarely 1329
Travel_Rarely 1097
Non-Travel
862
Travel_Rarely 584
Travel_Rarely 1448
Research & Development
14 MBA
Research & Development
2 High School
Sales
2 Bachelor
Sales
21 MBA
Research & Development
2 MBA
Research & Development
26 PhD
Research & Development
2 High School
Research & Development
3 Bachelor
Human Resources 3 High School
Research & Development
8 Bachelor
Research & Development
5 High School
Research & Development
16 Bachelor
Sales
16 Bachelor
Research & Development
16 MBA
Research & Development
3 Bachelor
Research & Development
7 Bachelor
Research & Development
16 Bachelor
Research & Development
1 Bachelor
Research & Development
1 High School
Research & Development
18 Bachelor
Research & Development
2 High School
Sales
15 Bachelor
Research & Development
3 Bachelor
Research & Development
1 Bachelor
Sales
19 Bachelor
Research & Development
2 Bachelor
Research & Development
2 Bachelor
Research & Development
2 MBA
Research & Development
9 Bachelor
Sales
5 Bachelor
Research & Development
1 Bachelor
Sales
16 Bachelor
Research & Development
11 MBA
Sales
19 High School
Research & Development
25 Bachelor
Research & Development
23 High School
Research & Development
16 Bachelor
Research & Development
8 High School
Research & Development
18 High School
Research & Development
11 Bachelor
Research & Development
6 MBA
Research & Development
5 High School
Research & Development
28 Bachelor
Research & Development
3 High School
Research & Development
8 MBA
Sales
1 Bachelor
Sales
10 Bachelor
Sales
29 MBA
Research & Development
10 MBA
Sales
2 High School
Research & Development
22 PhD
Sales
28 Bachelor
4
2
3
4
4
5
1
3
2
3
2
3
3
4
3
3
3
3
1
3
1
3
3
3
3
3
3
4
3
3
3
3
4
2
3
2
3
1
2
3
4
1
3
2
4
3
3
4
4
1
5
3
Technical Degree
Technical Degree
Marketing
Life Sciences
Medical
Medical
Technical Degree
Technical Degree
Human Resources
Life Sciences
Medical
Life Sciences
Marketing
Life Sciences
Medical
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Medical
Medical
Life Sciences
Marketing
Life Sciences
Life Sciences
Medical
Marketing
Life Sciences
Life Sciences
Life Sciences
Medical
Life Sciences
Other
Other
Medical
Life Sciences
Medical
Life Sciences
Medical
Marketing
Life Sciences
Life Sciences
Life Sciences
Medical
Medical
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
35
36
32
47
36
29
31
43
49
41
34
29
39
23
38
30
51
55
29
47
32
49
40
45
26
46
53
33
37
56
21
42
36
31
38
36
32
34
46
44
44
43
26
50
25
42
35
41
32
50
34
30
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
Yes
No
No
No
No
Yes
No
No
No
Travel_Rarely 809
Non-Travel
1105
Travel_Rarely 601
Travel_Rarely 202
Travel_Rarely 917
Travel_Rarely 986
Travel_Rarely 1154
Travel_Rarely 782
Travel_Rarely 1245
Travel_Rarely 645
Travel_Rarely 1130
Travel_Rarely 224
Travel_Rarely 492
Travel_Rarely 1309
Travel_Rarely 1035
Travel_Frequently448
Travel_Frequently
1456
Travel_Rarely 685
Travel_Rarely 1246
Travel_Rarely 1001
Travel_Rarely 638
Travel_Rarely 470
Travel_Rarely 759
Travel_Rarely 1005
Travel_Rarely 841
Travel_Rarely 1009
Travel_Rarely 102
Travel_Rarely 527
Travel_Rarely 1115
Travel_Rarely 832
Travel_Rarely 984
Travel_Rarely 419
Travel_Frequently884
Travel_Rarely 828
Travel_Frequently471
Travel_Rarely 172
Travel_Rarely 498
Travel_Rarely 1346
Travel_Rarely 150
Travel_Rarely 1099
Travel_Frequently429
Travel_Frequently
1082
Travel_Rarely 482
Travel_Rarely 869
Travel_Rarely 810
Travel_Rarely 544
Travel_Rarely 1146
Travel_Rarely 802
Travel_Rarely 414
Travel_Frequently
1421
Travel_Rarely 182
Non-Travel
829
Research & Development
16 Bachelor
Research & Development
24 MBA
Sales
7 PhD
Research & Development
2 High School
Research & Development
6 MBA
Research & Development
3 MBA
Sales
2 High School
Research & Development
6 MBA
Research & Development
18 MBA
Sales
1 Bachelor
Research & Development
3 Bachelor
Research & Development
1 MBA
Research & Development
12 Bachelor
Research & Development
26 High School
Sales
3 MBA
Sales
12 MBA
Research & Development
1 MBA
Sales
26 PhD
Sales
19 Bachelor
Research & Development
4 Bachelor
Research & Development
8 High School
Research & Development
20 MBA
Sales
2 High School
Research & Development
28 High School
Research & Development
6 Bachelor
Research & Development
2 Bachelor
Research & Development
23 MBA
Research & Development
1 MBA
Research & Development
1 MBA
Research & Development
9 Bachelor
Research & Development
1 High School
Sales
12 MBA
Research & Development
23 High School
Sales
2 High School
Research & Development
12 Bachelor
Research & Development
4 MBA
Research & Development
3 MBA
Research & Development
19 High School
Research & Development
2 MBA
Sales
5 Bachelor
Research & Development
1 High School
Research & Development
27 Bachelor
Research & Development
1 High School
Sales
3 High School
Sales
8 Bachelor
Human Resources 2 High School
Human Resources26 MBA
Sales
9 High School
Sales
2 MBA
Research & Development
2 Bachelor
Research & Development
1 MBA
Research & Development
1 High School
3
4
5
2
4
4
2
4
4
3
3
4
3
1
4
4
4
5
3
3
2
4
2
2
3
3
4
4
4
3
1
4
2
1
3
4
4
2
4
3
2
3
2
2
3
1
4
1
4
3
4
1
Medical
Life Sciences
Marketing
Other
Life Sciences
Medical
Life Sciences
Other
Life Sciences
Marketing
Life Sciences
Technical Degree
Medical
Life Sciences
Life Sciences
Life Sciences
Medical
Marketing
Life Sciences
Life Sciences
Medical
Medical
Marketing
Technical Degree
Other
Life Sciences
Life Sciences
Other
Life Sciences
Medical
Technical Degree
Marketing
Medical
Life Sciences
Life Sciences
Life Sciences
Medical
Medical
Technical Degree
Marketing
Medical
Life Sciences
Life Sciences
Marketing
Life Sciences
Technical Degree
Life Sciences
Life Sciences
Marketing
Medical
Life Sciences
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
38
29
40
37
30
47
34
25
40
32
28
33
30
57
26
31
26
55
40
27
32
34
45
46
24
45
36
34
39
29
36
37
38
38
34
34
39
39
53
48
31
51
50
34
46
49
55
38
32
46
49
40
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
Yes
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
Yes
No
Yes
No
No
No
Travel_Rarely 1380
Travel_Rarely 441
Non-Travel
218
Travel_Frequently
1278
Non-Travel
1116
Travel_Rarely 207
Non-Travel
999
Travel_Rarely 1280
Non-Travel
1142
Travel_Rarely 604
Travel_Rarely 1181
Travel_Frequently970
Travel_Rarely 921
Travel_Rarely 210
Travel_Rarely 1146
Travel_Frequently853
Travel_Rarely 1330
Travel_Rarely 836
Travel_Frequently593
Travel_Rarely 798
Travel_Rarely 374
Travel_Rarely 1303
Travel_Rarely 176
Non-Travel
849
Travel_Rarely 1476
Travel_Frequently
1297
Travel_Frequently
1467
Travel_Rarely 121
Travel_Rarely 1253
Travel_Rarely 590
Travel_Rarely 188
Travel_Rarely 1239
Travel_Rarely 827
Travel_Rarely 833
Travel_Rarely 1239
Travel_Rarely 1153
Travel_Rarely 1431
Travel_Rarely 141
Travel_Rarely 868
Travel_Frequently708
Travel_Rarely 1232
Travel_Rarely 1169
Travel_Frequently
1246
Travel_Rarely 1031
Travel_Rarely 734
Travel_Rarely 1313
Travel_Rarely 436
Travel_Rarely 702
Travel_Rarely 1045
Travel_Rarely 644
Travel_Rarely 1261
Travel_Rarely 905
Research & Development
9 High School
Research & Development
8 High School
Research & Development
8 High School
Sales
1 MBA
Research & Development
2 Bachelor
Research & Development
9 MBA
Research & Development
26 High School
Research & Development
7 High School
Research & Development
8 High School
Sales
8 Bachelor
Research & Development
1 Bachelor
Sales
7 Bachelor
Research & Development
1 Bachelor
Sales
29 Bachelor
Sales
8 Bachelor
Research & Development
1 High School
Research & Development
21 Bachelor
Research & Development
8 Bachelor
Research & Development
9 MBA
Research & Development
6 MBA
Research & Development
25 MBA
Research & Development
2 MBA
Human Resources 4 Bachelor
Sales
26 High School
Sales
4 High School
Research & Development
1 MBA
Sales
11 High School
Research & Development
2 MBA
Research & Development
10 High School
Research & Development
4 Bachelor
Research & Development
7 MBA
Human Resources 8 High School
Research & Development
1 MBA
Research & Development
18 Bachelor
Sales
13 MBA
Research & Development
1 High School
Research & Development
1 MBA
Human Resources 3 Bachelor
Sales
8 Bachelor
Sales
7 High School
Research & Development
7 MBA
Research & Development
7 MBA
Human Resources 3 Bachelor
Research & Development
6 MBA
Research & Development
2 MBA
Sales
11 MBA
Sales
2 High School
Sales
1 MBA
Sales
4 MBA
Research & Development
1 MBA
Research & Development
7 Bachelor
Research & Development
19 High School
2
1
1
4
3
4
1
1
2
3
3
3
3
3
3
1
3
3
4
4
4
4
3
2
1
4
2
4
1
3
4
2
4
3
4
2
4
3
3
2
4
4
3
4
4
4
1
4
4
4
3
2
Life Sciences
Other
Medical
Medical
Medical
Life Sciences
Technical Degree
Medical
Life Sciences
Medical
Life Sciences
Life Sciences
Life Sciences
Marketing
Technical Degree
Life Sciences
Medical
Medical
Medical
Medical
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Medical
Medical
Technical Degree
Medical
Medical
Technical Degree
Other
Other
Life Sciences
Medical
Medical
Medical
Medical
Human Resources
Marketing
Medical
Medical
Medical
Medical
Life Sciences
Medical
Marketing
Medical
Life Sciences
Medical
Medical
Other
Medical
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
41
40
36
26
43
47
45
24
40
54
55
33
46
34
30
41
18
53
26
36
28
31
32
35
45
30
44
34
42
59
21
31
29
46
34
28
29
26
35
39
38
30
24
31
29
42
30
23
38
47
55
25
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
Yes
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
Yes
No
Yes
No
No
No
No
Yes
Yes
No
Travel_Rarely 509
Travel_Frequently580
Travel_Frequently
1195
Travel_Rarely 991
Travel_Rarely 990
Travel_Rarely 1176
Travel_Rarely 930
Travel_Frequently381
Travel_Rarely 444
Non-Travel
142
Travel_Rarely 1311
Travel_Rarely 832
Travel_Rarely 168
Travel_Frequently135
Non-Travel
1400
Travel_Rarely 337
Non-Travel
1431
Travel_Rarely 1376
Travel_Frequently496
Travel_Rarely 363
Travel_Rarely 1434
Travel_Rarely 1003
Travel_Frequently
1311
Travel_Frequently662
Travel_Frequently364
Travel_Rarely 570
Travel_Frequently602
Travel_Frequently669
Travel_Frequently288
Travel_Rarely 1089
Travel_Frequently756
Travel_Rarely 691
Travel_Rarely 1389
Travel_Rarely 526
Non-Travel
1065
Travel_Frequently783
Travel_Rarely 1082
Travel_Frequently921
Travel_Rarely 1232
Travel_Rarely 1329
Travel_Rarely 130
Non-Travel
879
Travel_Rarely 240
Non-Travel
697
Travel_Rarely 906
Travel_Rarely 916
Travel_Rarely 852
Travel_Rarely 571
Travel_Rarely 119
Travel_Frequently
1093
Travel_Rarely 267
Travel_Rarely 685
Research & Development
7 High School
Sales
5 MBA
Research & Development
11 Bachelor
Research & Development
6 Bachelor
Research & Development
27 Bachelor
Human Resources26 MBA
Sales
9 Bachelor
Research & Development
9 Bachelor
Sales
2 High School
Human Resources26 Bachelor
Research & Development
2 Bachelor
Research & Development
5 MBA
Sales
4 High School
Research & Development
19 Bachelor
Research & Development
3 Bachelor
Sales
8 Bachelor
Research & Development
14 Bachelor
Sales
2 High School
Research & Development
11 High School
Research & Development
1 Bachelor
Research & Development
5 MBA
Sales
5 Bachelor
Research & Development
7 Bachelor
Sales
18 MBA
Research & Development
25 Bachelor
Sales
5 Bachelor
Human Resources 1 PhD
Research & Development
1 Bachelor
Research & Development
2 Bachelor
Sales
1 High School
Sales
1 High School
Research & Development
5 MBA
Research & Development
21 MBA
Sales
1 High School
Sales
23 MBA
Sales
1 High School
Research & Development
9 MBA
Research & Development
1 High School
Sales
16 Bachelor
Sales
4 MBA
Sales
2 High School
Research & Development
9 High School
Human Resources22 High School
Research & Development
10 Bachelor
Research & Development
10 Bachelor
Research & Development
17 High School
Research & Development
1 High School
Research & Development
12 High School
Sales
3 Bachelor
Sales
9 Bachelor
Sales
13 MBA
Research & Development
1 Bachelor
2
4
3
3
3
4
3
3
2
3
3
4
2
3
3
3
3
2
2
3
4
3
3
4
3
3
5
3
3
2
1
4
4
2
4
2
4
1
3
4
2
2
1
3
3
2
1
2
3
3
4
3
Technical Degree
Life Sciences
Life Sciences
Life Sciences
Technical Degree
Life Sciences
Marketing
Medical
Marketing
Human Resources
Life Sciences
Life Sciences
Marketing
Medical
Life Sciences
Marketing
Medical
Medical
Medical
Technical Degree
Technical Degree
Technical Degree
Life Sciences
Marketing
Medical
Marketing
Human Resources
Medical
Life Sciences
Technical Degree
Technical Degree
Technical Degree
Life Sciences
Marketing
Marketing
Life Sciences
Medical
Medical
Marketing
Life Sciences
Marketing
Medical
Human Resources
Medical
Life Sciences
Life Sciences
Life Sciences
Other
Life Sciences
Life Sciences
Marketing
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
28
54
34
29
58
35
55
39
21
36
29
22
29
44
33
34
32
37
49
50
19
34
33
40
26
27
49
30
31
50
44
42
59
29
36
51
58
40
46
34
59
35
55
32
30
25
39
35
38
24
48
38
Yes
No
No
Yes
Yes
No
No
No
No
No
Yes
No
No
No
No
No
Yes
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
Travel_Rarely 890
Travel_Rarely 971
Travel_Rarely 131
Travel_Rarely 805
Travel_Rarely 147
Travel_Frequently138
Travel_Rarely 1136
Travel_Frequently766
Travel_Rarely 391
Travel_Rarely 1383
Travel_Rarely 318
Travel_Rarely 581
Travel_Frequently461
Non-Travel
981
Non-Travel
1038
Travel_Rarely 1354
Travel_Rarely 515
Travel_Rarely 1439
Travel_Rarely 722
Travel_Rarely 316
Travel_Rarely 265
Travel_Rarely 971
Travel_Rarely 536
Non-Travel
1479
Travel_Rarely 1355
Travel_Frequently
1131
Travel_Frequently279
Travel_Rarely 1275
Travel_Rarely 1332
Travel_Rarely 1046
Travel_Rarely 1313
Travel_Rarely 603
Non-Travel
1420
Travel_Rarely 352
Travel_Rarely 928
Travel_Rarely 632
Travel_Frequently781
Travel_Rarely 1398
Travel_Rarely 705
Travel_Rarely 943
Travel_Rarely 1429
Travel_Rarely 1349
Travel_Rarely 692
Travel_Rarely 646
Travel_Frequently
1312
Travel_Rarely 959
Travel_Frequently505
Travel_Rarely 682
Non-Travel
1336
Non-Travel
673
Travel_Rarely 626
Travel_Rarely 1495
Research & Development
2 MBA
Research & Development
1 Bachelor
Sales
2 Bachelor
Research & Development
1 High School
Research & Development
23 MBA
Research & Development
2 Bachelor
Research & Development
1 MBA
Sales
20 Bachelor
Research & Development
15 High School
Research & Development
10 Bachelor
Research & Development
8 MBA
Research & Development
1 High School
Research & Development
1 Bachelor
Research & Development
5 Bachelor
Sales
8 High School
Research & Development
5 Bachelor
Research & Development
1 Bachelor
Research & Development
4 High School
Research & Development
25 MBA
Sales
8 MBA
Research & Development
25 Bachelor
Sales
1 Bachelor
Sales
10 PhD
Sales
24 Bachelor
Human Resources25 High School
Research & Development
15 Bachelor
Research & Development
8 High School
Research & Development
28 High School
Research & Development
11 High School
Research & Development
10 Bachelor
Research & Development
7 Bachelor
Research & Development
7 MBA
Human Resources 2 MBA
Human Resources 6 High School
Sales
1 High School
Sales
21 MBA
Research & Development
2 High School
Sales
2 MBA
Sales
2 MBA
Research & Development
9 Bachelor
Research & Development
18 MBA
Research & Development
7 High School
Research & Development
14 MBA
Research & Development
9 MBA
Research & Development
2 MBA
Sales
28 Bachelor
Research & Development
2 MBA
Sales
18 MBA
Human Resources 2 Bachelor
Research & Development
11 High School
Research & Development
1 High School
Research & Development
4 High School
4
3
3
2
4
3
4
3
2
3
4
2
3
3
1
3
3
1
4
4
3
3
5
3
1
3
1
2
2
3
3
4
4
1
2
4
1
4
4
3
4
2
4
4
4
3
4
4
3
2
2
2
Medical
Medical
Marketing
Life Sciences
Medical
Medical
Medical
Life Sciences
Life Sciences
Life Sciences
Other
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Life Sciences
Marketing
Life Sciences
Technical Degree
Marketing
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Medical
Medical
Technical Degree
Medical
Medical
Human Resources
Medical
Life Sciences
Marketing
Life Sciences
Life Sciences
Marketing
Life Sciences
Medical
Life Sciences
Medical
Life Sciences
Technical Degree
Life Sciences
Technical Degree
Medical
Human Resources
Other
Life Sciences
Medical
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
44
34
59
28
39
18
38
42
38
36
50
50
35
33
53
26
28
27
29
28
50
28
29
53
60
60
34
25
31
54
38
34
40
20
50
27
27
44
44
42
51
39
49
40
27
46
28
54
30
43
45
50
No
No
No
Yes
No
Yes
No
No
No
No
Yes
No
No
No
No
Yes
No
No
No
Yes
No
No
No
No
No
No
No
Yes
No
No
No
Yes
No
No
No
No
No
No
Yes
No
Yes
No
No
No
Yes
No
No
No
No
No
No
No
Travel_Rarely 1117
Travel_Frequently878
Travel_Rarely 326
Travel_Frequently
1496
Travel_Rarely 117
Non-Travel
247
Travel_Rarely 1245
Travel_Frequently555
Travel_Rarely 395
Non-Travel
1229
Travel_Frequently959
Travel_Rarely 939
Travel_Rarely 735
Travel_Rarely 575
Travel_Rarely 1070
Non-Travel
265
Travel_Rarely 866
Travel_Rarely 1115
Travel_Rarely 1328
Travel_Rarely 654
Travel_Frequently333
Travel_Frequently467
Travel_Rarely 1370
Non-Travel
661
Travel_Rarely 1179
Travel_Frequently
1499
Non-Travel
697
Travel_Rarely 240
Travel_Rarely 741
Travel_Rarely 157
Travel_Rarely 433
Travel_Frequently296
Travel_Rarely 1416
Travel_Rarely 959
Travel_Frequently809
Travel_Rarely 1157
Travel_Rarely 728
Travel_Rarely 661
Travel_Rarely 1376
Travel_Frequently
1271
Travel_Frequently
1150
Travel_Frequently711
Travel_Rarely 1091
Travel_Rarely 804
Travel_Rarely 135
Travel_Rarely 228
Travel_Rarely 304
Travel_Rarely 1147
Travel_Rarely 501
Travel_Frequently394
Travel_Rarely 192
Travel_Rarely 328
Research & Development
2 High School
Research & Development
10 MBA
Sales
3 Bachelor
Sales
1 Bachelor
Research & Development
10 High School
Research & Development
8 High School
Sales
14 Bachelor
Sales
26 Bachelor
Sales
9 Bachelor
Sales
8 MBA
Sales
1 MBA
Research & Development
24 Bachelor
Research & Development
6 High School
Research & Development
25 Bachelor
Research & Development
3 MBA
Sales
29 High School
Sales
5 Bachelor
Research & Development
3 MBA
Research & Development
2 Bachelor
Research & Development
1 High School
Research & Development
22 PhD
Sales
7 Bachelor
Research & Development
3 High School
Research & Development
1 MBA
Sales
16 MBA
Sales
28 Bachelor
Research & Development
3 MBA
Sales
5 Bachelor
Research & Development
2 MBA
Research & Development
10 Bachelor
Human Resources 1 Bachelor
Sales
6 High School
Research & Development
2 High School
Research & Development
1 Bachelor
Sales
12 Bachelor
Research & Development
17 Bachelor
Sales
23 High School
Research & Development
9 High School
Human Resources 1 High School
Research & Development
2 High School
Research & Development
8 MBA
Research & Development
4 Bachelor
Research & Development
1 High School
Research & Development
2 High School
Research & Development
17 MBA
Sales
3 Bachelor
Sales
9 MBA
Sales
3 Bachelor
Sales
27 PhD
Sales
26 High School
Research & Development
10 High School
Research & Development
1 Bachelor
1
4
3
3
1
1
3
3
3
4
4
3
1
3
4
2
3
4
3
2
5
3
1
4
4
3
4
3
4
3
3
2
2
3
3
3
1
2
2
1
4
3
2
1
4
3
4
3
5
2
2
3
Life Sciences
Medical
Life Sciences
Technical Degree
Medical
Medical
Life Sciences
Marketing
Marketing
Technical Degree
Other
Life Sciences
Life Sciences
Life Sciences
Medical
Medical
Medical
Medical
Life Sciences
Life Sciences
Medical
Life Sciences
Medical
Medical
Marketing
Marketing
Life Sciences
Marketing
Life Sciences
Medical
Human Resources
Marketing
Medical
Life Sciences
Marketing
Technical Degree
Medical
Life Sciences
Medical
Medical
Life Sciences
Medical
Technical Degree
Medical
Life Sciences
Life Sciences
Life Sciences
Marketing
Marketing
Life Sciences
Life Sciences
Medical
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
39
27
34
33
21
37
28
55
35
28
45
36
44
55
52
23
32
40
46
31
53
40
43
31
29
30
37
26
32
31
39
53
45
60
31
50
44
45
33
44
44
39
27
40
32
38
28
46
43
39
26
18
No
No
No
Yes
No
Yes
No
No
No
Yes
Yes
No
Yes
No
No
No
No
No
No
No
No
No
No
No
Yes
Yes
No
No
No
No
Yes
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
Yes
Yes
Travel_Rarely 867
Travel_Rarely 591
Travel_Rarely 704
Travel_Rarely 1277
Travel_Rarely 501
Travel_Rarely 807
Travel_Rarely 1300
Travel_Rarely 1117
Travel_Rarely 819
Travel_Rarely 1475
Travel_Frequently306
Travel_Rarely 429
Travel_Frequently920
Travel_Rarely 1441
Travel_Rarely 1490
Travel_Rarely 650
Travel_Rarely 1018
Travel_Rarely 1342
Travel_Rarely 430
Non-Travel
1188
Travel_Rarely 238
Travel_Frequently
1469
Travel_Frequently957
Non-Travel
979
Travel_Rarely 121
Travel_Rarely 740
Travel_Rarely 799
Travel_Rarely 157
Travel_Rarely 529
Travel_Rarely 525
Travel_Frequently203
Travel_Rarely 1282
Travel_Rarely 1448
Travel_Rarely 422
Travel_Rarely 691
Travel_Rarely 1464
Travel_Rarely 170
Travel_Frequently
1199
Travel_Rarely 1242
Travel_Rarely 621
Travel_Rarely 477
Travel_Rarely 1387
Non-Travel
210
Travel_Rarely 1322
Travel_Frequently430
Travel_Rarely 1009
Travel_Rarely 1423
Travel_Rarely 717
Travel_Rarely 531
Travel_Rarely 1498
Travel_Rarely 1449
Travel_Frequently
1306
Research & Development
9 High School
Research & Development
2 High School
Sales
28 Bachelor
Research & Development
15 High School
Sales
5 High School
Human Resources 6 MBA
Research & Development
17 High School
Sales
18 PhD
Research & Development
18 PhD
Sales
13 High School
Sales
26 MBA
Research & Development
2 MBA
Research & Development
24 Bachelor
Research & Development
22 Bachelor
Research & Development
4 High School
Research & Development
9 High School
Research & Development
3 High School
Sales
9 High School
Research & Development
1 MBA
Sales
20 High School
Sales
1 High School
Research & Development
9 MBA
Research & Development
28 Bachelor
Research & Development
1 MBA
Sales
27 Bachelor
Sales
1 Bachelor
Research & Development
1 Bachelor
Research & Development
1 Bachelor
Research & Development
2 Bachelor
Sales
6 MBA
Research & Development
2 Bachelor
Research & Development
5 Bachelor
Research & Development
29 Bachelor
Research & Development
7 Bachelor
Sales
7 Bachelor
Research & Development
2 MBA
Research & Development
1 MBA
Research & Development
7 MBA
Sales
8 MBA
Research & Development
15 Bachelor
Research & Development
7 MBA
Research & Development
10 PhD
Sales
1 High School
Research & Development
2 MBA
Research & Development
24 MBA
Sales
2 High School
Research & Development
1 Bachelor
Research & Development
13 MBA
Sales
4 MBA
Sales
21 MBA
Research & Development
16 MBA
Sales
5 Bachelor
2
1
3
1
1
4
2
5
5
2
4
4
3
3
2
1
2
2
4
2
1
4
3
4
3
3
3
3
3
4
3
3
3
3
3
4
4
4
4
3
4
5
1
4
4
2
3
4
4
4
4
3
Medical
Medical
Marketing
Medical
Medical
Human Resources
Medical
Life Sciences
Life Sciences
Marketing
Life Sciences
Life Sciences
Life Sciences
Technical Degree
Life Sciences
Medical
Life Sciences
Medical
Medical
Marketing
Medical
Medical
Medical
Medical
Marketing
Life Sciences
Technical Degree
Medical
Technical Degree
Medical
Life Sciences
Other
Technical Degree
Life Sciences
Marketing
Medical
Life Sciences
Life Sciences
Life Sciences
Medical
Medical
Medical
Marketing
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Marketing
Life Sciences
Medical
Marketing
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
34
40
45
55
40
35
45
38
58
42
51
29
42
36
43
37
55
40
19
30
31
35
45
34
39
38
41
46
59
34
24
58
50
48
28
38
29
56
28
52
36
38
30
50
32
29
26
33
34
46
29
25
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
Yes
No
No
Travel_Rarely 404
Travel_Frequently720
Travel_Rarely 974
Travel_Frequently135
Travel_Frequently791
Non-Travel
208
Travel_Rarely 556
Travel_Rarely 397
Travel_Rarely 601
Travel_Frequently
1474
Travel_Rarely 1302
Travel_Rarely 726
Travel_Rarely 1142
Travel_Rarely 1157
Travel_Rarely 1473
Non-Travel
142
Travel_Rarely 147
Travel_Rarely 616
Travel_Rarely 1181
Travel_Frequently721
Travel_Rarely 106
Travel_Rarely 1361
Travel_Rarely 950
Travel_Rarely 629
Travel_Rarely 1122
Travel_Rarely 362
Travel_Rarely 483
Travel_Rarely 406
Travel_Rarely 818
Travel_Rarely 1320
Travel_Rarely 477
Travel_Rarely 848
Travel_Rarely 989
Travel_Rarely 1108
Travel_Rarely 1485
Travel_Rarely 1206
Travel_Rarely 1247
Travel_Rarely 718
Travel_Frequently773
Travel_Rarely 994
Travel_Rarely 506
Travel_Frequently
1189
Travel_Rarely 634
Travel_Frequently878
Travel_Rarely 929
Travel_Rarely 1283
Travel_Rarely 1167
Non-Travel
775
Travel_Rarely 258
Travel_Rarely 261
Travel_Frequently995
Non-Travel
675
Research & Development
2 MBA
Research & Development
16 MBA
Research & Development
1 MBA
Research & Development
18 MBA
Research & Development
2 High School
Research & Development
8 MBA
Research & Development
25 High School
Research & Development
2 High School
Research & Development
7 MBA
Research & Development
5 High School
Research & Development
2 Bachelor
Research & Development
29 High School
Research & Development
8 Bachelor
Sales
2 MBA
Research & Development
8 MBA
Sales
9 MBA
Research & Development
20 High School
Research & Development
2 High School
Research & Development
3 High School
Research & Development
1 High School
Human Resources 2 Bachelor
Sales
17 MBA
Research & Development
28 Bachelor
Research & Development
27 High School
Research & Development
6 Bachelor
Research & Development
1 High School
Research & Development
6 Bachelor
Sales
3 High School
Human Resources 6 High School
Research & Development
20 Bachelor
Research & Development
24 Bachelor
Research & Development
23 MBA
Research & Development
7 High School
Research & Development
15 MBA
Research & Development
12 High School
Research & Development
9 High School
Sales
20 High School
Research & Development
4 MBA
Research & Development
6 Bachelor
Research & Development
7 MBA
Research & Development
3 Bachelor
Research & Development
1 Bachelor
Research & Development
17 MBA
Sales
1 MBA
Sales
10 Bachelor
Research & Development
23 Bachelor
Sales
5 Bachelor
Research & Development
4 Bachelor
Sales
21 MBA
Research & Development
21 High School
Research & Development
2 High School
Research & Development
5 High School
4
4
4
4
2
4
2
2
4
2
3
1
3
4
4
4
2
2
1
2
3
4
3
2
3
1
3
1
2
3
3
4
2
4
1
2
2
4
3
4
3
3
4
4
3
3
3
3
4
2
1
2
Technical Degree
Medical
Medical
Medical
Medical
Life Sciences
Life Sciences
Medical
Medical
Other
Medical
Life Sciences
Life Sciences
Life Sciences
Other
Medical
Technical Degree
Life Sciences
Medical
Medical
Human Resources
Life Sciences
Technical Degree
Medical
Medical
Life Sciences
Medical
Marketing
Medical
Technical Degree
Medical
Life Sciences
Medical
Other
Life Sciences
Life Sciences
Marketing
Technical Degree
Life Sciences
Life Sciences
Technical Degree
Life Sciences
Medical
Life Sciences
Marketing
Life Sciences
Other
Technical Degree
Life Sciences
Medical
Life Sciences
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
56
42
34
32
33
55
44
24
46
46
42
40
35
53
39
26
55
52
42
31
35
55
30
40
24
27
34
20
35
42
53
58
35
34
49
26
41
40
28
40
28
42
56
54
31
45
34
37
47
56
25
29
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
Yes
Yes
No
Travel_Rarely 1255
Travel_Rarely 1059
Travel_Rarely 254
Travel_Rarely 128
Travel_Rarely 1099
Travel_Rarely 725
Travel_Rarely 1199
Travel_Frequently897
Travel_Rarely 945
Travel_Frequently
1034
Travel_Rarely 691
Travel_Rarely 898
Travel_Rarely 219
Travel_Rarely 346
Non-Travel
792
Travel_Rarely 683
Travel_Rarely 282
Non-Travel
771
Non-Travel
335
Travel_Rarely 1274
Travel_Rarely 1137
Non-Travel
177
Travel_Rarely 201
Travel_Frequently902
Travel_Rarely 823
Non-Travel
691
Travel_Frequently
1003
Travel_Rarely 654
Travel_Rarely 763
Travel_Rarely 532
Travel_Rarely 661
Travel_Rarely 1272
Travel_Frequently
1182
Travel_Rarely 1480
Travel_Frequently
1064
Travel_Rarely 703
Travel_Rarely 1206
Travel_Frequently
1184
Travel_Rarely 1117
Travel_Rarely 1194
Travel_Rarely 1169
Travel_Frequently
1368
Travel_Rarely 1162
Travel_Frequently928
Travel_Rarely 1398
Non-Travel
1052
Travel_Rarely 1333
Travel_Rarely 1305
Travel_Rarely 703
Travel_Rarely 310
Travel_Frequently599
Travel_Frequently806
Research & Development
1 High School
Research & Development
9 High School
Research & Development
1 High School
Research & Development
2 High School
Research & Development
4 MBA
Research & Development
2 Bachelor
Research & Development
4 High School
Human Resources10 Bachelor
Human Resources 5 High School
Research & Development
18 High School
Sales
8 MBA
Human Resources 6 High School
Research & Development
16 High School
Research & Development
6 Bachelor
Research & Development
1 Bachelor
Research & Development
2 High School
Research & Development
2 High School
Sales
2 MBA
Research & Development
23 High School
Research & Development
9 High School
Research & Development
21 High School
Research & Development
8 High School
Research & Development
5 Bachelor
Research & Development
26 High School
Research & Development
17 High School
Research & Development
9 Bachelor
Research & Development
2 High School
Sales
21 Bachelor
Sales
15 High School
Research & Development
4 High School
Sales
7 High School
Research & Development
5 Bachelor
Sales
11 High School
Sales
4 Bachelor
Research & Development
2 High School
Sales
28 High School
Sales
23 High School
Sales
2 MBA
Research & Development
8 High School
Research & Development
1 Bachelor
Human Resources 8 High School
Research & Development
28 MBA
Research & Development
24 High School
Research & Development
20 MBA
Human Resources 8 High School
Sales
6 Bachelor
Sales
10 MBA
Research & Development
10 MBA
Sales
14 MBA
Research & Development
7 High School
Sales
24 High School
Research & Development
1 MBA
2
2
2
1
4
3
2
3
2
1
4
2
2
3
3
1
2
4
2
1
1
1
3
2
2
3
2
3
2
2
2
3
2
3
1
2
2
4
2
3
2
4
2
4
2
3
4
4
4
2
1
4
Life Sciences
Other
Life Sciences
Technical Degree
Medical
Medical
Life Sciences
Medical
Medical
Medical
Marketing
Medical
Other
Life Sciences
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Medical
Technical Degree
Medical
Other
Medical
Life Sciences
Marketing
Medical
Technical Degree
Marketing
Technical Degree
Marketing
Life Sciences
Life Sciences
Marketing
Life Sciences
Medical
Life Sciences
Life Sciences
Medical
Technical Degree
Life Sciences
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Marketing
Technical Degree
Life Sciences
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
28
40
27
33
21
31
50
28
35
27
35
38
27
43
43
35
36
36
23
35
39
38
31
36
24
24
39
41
32
51
37
50
36
27
53
32
55
38
45
38
32
36
46
51
29
27
43
47
45
49
29
32
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
Yes
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
Travel_Rarely 1172
Travel_Rarely 1492
Non-Travel
1277
Non-Travel
1283
Travel_Rarely 156
Travel_Frequently715
Non-Travel
881
Travel_Rarely 857
Travel_Rarely 1343
Travel_Rarely 1240
Travel_Rarely 1296
Travel_Frequently508
Travel_Rarely 1103
Travel_Rarely 823
Travel_Frequently807
Travel_Frequently853
Travel_Frequently566
Travel_Rarely 216
Travel_Rarely 373
Travel_Frequently
1199
Travel_Rarely 903
Travel_Frequently653
Travel_Frequently
1125
Travel_Rarely 1396
Non-Travel
1269
Travel_Frequently
1287
Travel_Rarely 170
Travel_Rarely 1356
Travel_Rarely 827
Travel_Rarely 1469
Travel_Rarely 342
Travel_Rarely 691
Travel_Rarely 1174
Travel_Frequently994
Travel_Rarely 1436
Travel_Frequently967
Travel_Rarely 111
Travel_Frequently240
Non-Travel
1050
Travel_Rarely 168
Travel_Frequently
1316
Travel_Frequently
1213
Travel_Rarely 1319
Travel_Rarely 942
Travel_Frequently746
Travel_Frequently
1242
Non-Travel
1344
Travel_Frequently217
Non-Travel
1195
Travel_Frequently
1023
Travel_Rarely 153
Travel_Rarely 334
Sales
3 Bachelor
Research & Development
20 MBA
Research & Development
8 PhD
Sales
2 Bachelor
Sales
12 Bachelor
Sales
2 MBA
Research & Development
2 MBA
Research & Development
10 Bachelor
Research & Development
27 High School
Research & Development
2 MBA
Research & Development
5 MBA
Research & Development
6 MBA
Research & Development
14 Bachelor
Research & Development
6 Bachelor
Research & Development
17 Bachelor
Sales
18 PhD
Research & Development
18 MBA
Research & Development
6 High School
Research & Development
1 High School
Research & Development
18 MBA
Sales
2 PhD
Research & Development
29 PhD
Sales
7 MBA
Research & Development
5 High School
Research & Development
4 High School
Research & Development
7 Bachelor
Research & Development
3 High School
Sales
20 High School
Research & Development
1 High School
Research & Development
8 MBA
Sales
16 MBA
Research & Development
2 Bachelor
Sales
3 MBA
Sales
8 Bachelor
Sales
6 High School
Sales
8 Bachelor
Sales
1 High School
Research & Development
2 MBA
Sales
9 MBA
Research & Development
1 Bachelor
Research & Development
2 High School
Human Resources 2 High School
Sales
3 Bachelor
Research & Development
3 Bachelor
Sales
24 Bachelor
Sales
20 Bachelor
Research & Development
7 Bachelor
Sales
3 Bachelor
Research & Development
2 High School
Sales
2 Bachelor
Research & Development
15 High School
Research & Development
5 High School
3
4
5
3
3
4
4
3
1
4
4
4
3
3
3
5
4
2
2
4
5
5
4
2
1
3
2
2
1
4
4
3
4
3
2
3
2
4
4
3
2
1
3
3
3
3
3
3
2
3
2
2
Medical
Technical Degree
Life Sciences
Marketing
Life Sciences
Other
Life Sciences
Other
Medical
Life Sciences
Technical Degree
Life Sciences
Life Sciences
Medical
Technical Degree
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Marketing
Life Sciences
Life Sciences
Life Sciences
Medical
Marketing
Life Sciences
Life Sciences
Marketing
Medical
Marketing
Life Sciences
Marketing
Marketing
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Human Resources
Technical Degree
Technical Degree
Technical Degree
Life Sciences
Medical
Medical
Medical
Medical
Life Sciences
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
31
33
28
33
42
35
34
41
34
35
31
24
42
36
33
34
59
25
45
27
42
48
48
42
33
30
29
44
40
42
25
56
31
36
36
37
33
58
44
58
47
44
35
35
23
31
22
31
46
31
29
18
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
No
Yes
No
No
Yes
No
No
Yes
No
No
No
Non-Travel
976
Travel_Rarely 924
Travel_Rarely 1158
Travel_Rarely 267
Travel_Rarely 319
Travel_Rarely 1029
Travel_Frequently829
Travel_Frequently
1018
Travel_Rarely 1326
Travel_Rarely 303
Travel_Rarely 746
Travel_Rarely 1371
Travel_Rarely 647
Travel_Frequently607
Travel_Rarely 147
Travel_Rarely 970
Travel_Frequently
1225
Travel_Rarely 141
Non-Travel
1238
Non-Travel
1450
Travel_Frequently933
Travel_Rarely 1224
Travel_Rarely 277
Travel_Rarely 469
Travel_Rarely 931
Travel_Rarely 1240
Travel_Frequently
1413
Travel_Rarely 1459
Travel_Rarely 884
Travel_Rarely 933
Travel_Rarely 266
Travel_Frequently906
Travel_Rarely 408
Travel_Rarely 852
Travel_Frequently
1302
Non-Travel
1252
Travel_Rarely 1216
Non-Travel
390
Travel_Rarely 625
Non-Travel
350
Non-Travel
666
Non-Travel
111
Travel_Rarely 622
Travel_Rarely 1229
Travel_Rarely 977
Travel_Rarely 330
Travel_Rarely 604
Travel_Frequently163
Travel_Rarely 669
Travel_Rarely 1079
Travel_Rarely 1090
Non-Travel
287
Research & Development
3 High School
Research & Development
2 Bachelor
Research & Development
9 Bachelor
Research & Development
21 Bachelor
Research & Development
24 Bachelor
Research & Development
16 Bachelor
Research & Development
15 Bachelor
Sales
1 Bachelor
Sales
3 Bachelor
Sales
27 Bachelor
Research & Development
8 MBA
Sales
10 MBA
Sales
4 MBA
Sales
7 Bachelor
Research & Development
4 MBA
Research & Development
8 High School
Sales
1 High School
Sales
3 High School
Research & Development
1 High School
Research & Development
3 Bachelor
Research & Development
19 Bachelor
Research & Development
10 Bachelor
Research & Development
6 Bachelor
Research & Development
2 High School
Research & Development
14 Bachelor
Human Resources 9 Bachelor
Sales
1 High School
Research & Development
10 MBA
Research & Development
15 Bachelor
Research & Development
29 Bachelor
Research & Development
1 Bachelor
Sales
6 Bachelor
Research & Development
9 MBA
Research & Development
5 MBA
Research & Development
6 MBA
Sales
19 High School
Sales
8 MBA
Research & Development
1 MBA
Research & Development
4 Bachelor
Sales
2 Bachelor
Research & Development
29 MBA
Research & Development
17 Bachelor
Research & Development
14 MBA
Research & Development
8 High School
Research & Development
10 Bachelor
Research & Development
22 MBA
Research & Development
6 High School
Research & Development
24 High School
Sales
9 High School
Sales
10 High School
Sales
10 Bachelor
Research & Development
5 High School
2
3
3
3
3
3
3
3
3
3
4
4
4
3
4
2
1
1
1
3
3
3
3
2
3
3
1
4
3
3
3
3
4
4
4
2
4
4
3
3
4
3
4
1
3
4
1
1
2
2
3
2
Medical
Medical
Medical
Medical
Medical
Life Sciences
Medical
Marketing
Other
Life Sciences
Life Sciences
Marketing
Marketing
Marketing
Medical
Medical
Life Sciences
Other
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Medical
Medical
Human Resources
Medical
Other
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Life Sciences
Life Sciences
Medical
Marketing
Life Sciences
Medical
Medical
Life Sciences
Life Sciences
Other
Life Sciences
Technical Degree
Medical
Medical
Technical Degree
Medical
Medical
Marketing
Life Sciences
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
24
59
26
34
36
36
34
20
27
39
58
35
39
45
33
38
34
47
35
35
41
32
35
48
32
35
41
19
38
41
33
40
34
28
42
34
20
52
40
37
35
34
42
32
49
28
32
47
29
43
38
40
No
No
No
No
No
No
Yes
Yes
No
No
Yes
No
No
No
No
No
No
No
No
No
Yes
No
No
No
No
No
No
Yes
No
No
No
No
No
Yes
No
No
Yes
Yes
No
No
Yes
Yes
No
Yes
No
No
No
Yes
No
No
No
No
Travel_Rarely 581
Travel_Rarely 1435
Travel_Rarely 652
Travel_Frequently648
Non-Travel
635
Travel_Rarely 430
Travel_Rarely 1107
Travel_Rarely 1362
Travel_Rarely 894
Travel_Rarely 1089
Travel_Rarely 286
Travel_Rarely 1224
Travel_Rarely 412
Travel_Rarely 252
Non-Travel
722
Non-Travel
573
Travel_Rarely 216
Non-Travel
543
Travel_Rarely 750
Travel_Rarely 195
Travel_Rarely 1360
Travel_Rarely 588
Travel_Rarely 538
Travel_Rarely 817
Travel_Rarely 634
Travel_Frequently664
Non-Travel
267
Travel_Rarely 528
Travel_Frequently693
Travel_Rarely 796
Travel_Rarely 147
Non-Travel
1151
Travel_Rarely 1397
Travel_Rarely 1157
Non-Travel
495
Travel_Rarely 204
Travel_Rarely 500
Travel_Rarely 266
Travel_Rarely 448
Non-Travel
1040
Travel_Rarely 104
Travel_Frequently658
Travel_Rarely 932
Non-Travel
1474
Travel_Frequently636
Travel_Rarely 895
Travel_Frequently379
Travel_Frequently719
Travel_Frequently490
Travel_Rarely 1273
Non-Travel
1327
Travel_Frequently530
Research & Development
9 Bachelor
Sales
25 Bachelor
Research & Development
7 Bachelor
Human Resources11 Bachelor
Sales
10 MBA
Research & Development
2 MBA
Human Resources 9 MBA
Research & Development
10 High School
Research & Development
9 Bachelor
Research & Development
6 Bachelor
Research & Development
2 MBA
Sales
7 MBA
Research & Development
13 MBA
Research & Development
2 Bachelor
Sales
17 Bachelor
Research & Development
6 Bachelor
Sales
1 MBA
Sales
2 MBA
Research & Development
28 Bachelor
Sales
1 Bachelor
Research & Development
12 Bachelor
Sales
8 High School
Research & Development
25 High School
Sales
2 High School
Research & Development
5 MBA
Research & Development
1 Bachelor
Sales
10 High School
Sales
22 High School
Research & Development
7 Bachelor
Sales
4 High School
Human Resources 2 Bachelor
Research & Development
9 PhD
Research & Development
1 PhD
Research & Development
2 MBA
Research & Development
2 High School
Sales
14 Bachelor
Sales
2 Bachelor
Sales
2 High School
Research & Development
16 Bachelor
Research & Development
2 High School
Research & Development
2 Bachelor
Research & Development
7 Bachelor
Research & Development
1 High School
Sales
11 MBA
Research & Development
10 MBA
Research & Development
15 High School
Sales
5 High School
Sales
27 High School
Research & Development
10 Bachelor
Research & Development
2 High School
Sales
2 High School
Research & Development
1 MBA
3
3
3
3
4
4
4
1
3
3
4
4
4
3
3
3
4
4
3
3
3
2
2
1
4
3
2
1
3
1
3
5
5
4
1
3
3
1
3
2
3
3
2
4
4
2
2
2
3
2
2
4
Medical
Life Sciences
Other
Life Sciences
Medical
Other
Technical Degree
Medical
Medical
Life Sciences
Life Sciences
Life Sciences
Medical
Life Sciences
Life Sciences
Medical
Marketing
Marketing
Life Sciences
Medical
Technical Degree
Technical Degree
Other
Marketing
Other
Medical
Life Sciences
Marketing
Life Sciences
Marketing
Human Resources
Life Sciences
Life Sciences
Medical
Life Sciences
Technical Degree
Medical
Marketing
Life Sciences
Life Sciences
Life Sciences
Life Sciences
L…

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