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Occupational Employment and Wage Statistics

May 2019 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates

Topeka, KS



For metropolitan and nonmetropolitan area definitions used by the OES survey, see the Metropolitan and nonmetropolitan area definitions page.


These estimates are calculated with data collected from employers in all industry sectors in Topeka, KS, a metropolitan statistical area in Kansas.

Additional information, including the hourly and annual 10th, 25th, 75th, and 90th percentile wages and the employment percent relative standard error, is available in the downloadable XLS file.

Links to OES estimates for other areas and States

Major Occupational Groups in Topeka, KS (Note--clicking a link will scroll the page to the occupational group):

To sort this table by a different column, click on the column header

Occupation code Occupation title (click on the occupation title to view its profile) Level Employment Employment RSE Employment per 1,000 jobs Location quotient Median hourly wage Mean hourly wage Annual mean wage Mean wage RSE
00-0000 All Occupations total 109,820 2.2% 1000.000 1.00 $18.08 $21.68 $45,090 1.9%
11-0000 Management Occupations major 5,430 3.7% 49.443 0.90 $38.81 $45.07 $93,750 2.9%
11-1011 Chief Executives detail 320 8.7% 2.948 2.10 $58.15 $66.20 $137,690 4.9%
11-1021 General and Operations Managers detail 1,960 6.1% 17.864 1.09 $33.14 $39.13 $81,390 2.9%
11-1031 Legislators detail 60 40.7% 0.552 1.55 (4) (4) $19,070 3.9%
11-2021 Marketing Managers detail 100 14.3% 0.880 0.49 $52.94 $59.15 $123,030 4.9%
11-2022 Sales Managers detail 140 16.2% 1.310 0.48 $61.61 $66.96 $139,280 4.0%
11-2030 Public Relations and Fundraising Managers broad 70 17.7% 0.608 1.13 $59.55 $63.45 $131,970 8.2%
11-3010 Administrative Services and Facilities Managers broad 150 6.2% 1.393 0.67 $46.83 $50.52 $105,090 4.0%
11-3021 Computer and Information Systems Managers detail 260 5.2% 2.335 0.79 $55.19 $56.96 $118,470 6.1%
11-3031 Financial Managers detail 320 5.0% 2.919 0.65 $53.20 $59.60 $123,980 3.9%
11-3051 Industrial Production Managers detail 80 14.8% 0.742 0.59 $43.44 $45.79 $95,250 7.2%
11-3071 Transportation, Storage, and Distribution Managers detail 100 9.3% 0.889 0.99 $38.98 $47.58 $98,960 4.5%
11-3121 Human Resources Managers detail 90 6.1% 0.797 0.76 $45.12 $53.21 $110,680 4.5%
11-3131 Training and Development Managers detail 30 10.5% 0.282 1.08 $41.28 $44.34 $92,220 5.2%
11-9021 Construction Managers detail 180 19.5% 1.616 0.81 $34.28 $37.30 $77,590 3.5%
11-9031 Education and Childcare Administrators, Preschool and Daycare detail 50 11.8% 0.500 1.40 $17.97 $19.67 $40,910 4.6%
11-9032 Education Administrators, Kindergarten through Secondary detail 210 4.4% 1.920 1.04 (4) (4) $85,100 3.2%
11-9041 Architectural and Engineering Managers detail 30 14.2% 0.313 0.24 $63.10 $72.71 $151,230 7.5%
11-9051 Food Service Managers detail 100 27.4% 0.871 0.54 $25.20 $25.35 $52,730 5.3%
11-9111 Medical and Health Services Managers detail 460 10.1% 4.178 1.55 $41.45 $45.11 $93,820 5.2%
11-9141 Property, Real Estate, and Community Association Managers detail 160 15.3% 1.478 0.98 $23.74 $24.70 $51,380 5.2%
11-9151 Social and Community Service Managers detail 130 10.4% 1.213 1.14 $28.93 $31.45 $65,420 2.7%
11-9198 Personal Service Managers, All Other; Entertainment and Recreation Managers, Except Gambling; and Managers, All Other detail 280 12.2% 2.507 0.78 $50.72 $51.24 $106,580 3.3%
13-0000 Business and Financial Operations Occupations major 6,700 3.2% 61.007 1.09 $27.41 $30.03 $62,450 3.0%
13-1020 Buyers and Purchasing Agents broad 230 10.6% 2.099 0.73 $24.88 $26.44 $55,000 3.6%
13-1031 Claims Adjusters, Examiners, and Investigators detail 150 36.8% 1.356 0.69 $34.33 $33.84 $70,400 3.8%
13-1041 Compliance Officers detail 310 7.6% 2.806 1.30 $26.42 $28.24 $58,740 3.1%
13-1051 Cost Estimators detail 160 22.2% 1.431 1.00 $29.62 $29.65 $61,660 4.1%
13-1071 Human Resources Specialists detail 540 5.0% 4.913 1.14 $28.06 $29.15 $60,640 2.9%
13-1075 Labor Relations Specialists detail 70 11.9% 0.677 1.32 $23.42 $25.35 $52,730 10.9%
13-1081 Logisticians detail 150 9.6% 1.347 1.09 $37.28 $39.31 $81,760 4.3%
13-1111 Management Analysts detail 830 2.8% 7.529 1.56 $24.54 $27.84 $57,910 7.6%
13-1121 Meeting, Convention, and Event Planners detail 200 36.8% 1.792 2.24 $16.20 $16.44 $34,200 12.6%
13-1131 Fundraisers detail 80 29.1% 0.704 1.27 $27.94 $29.57 $61,520 4.4%
13-1141 Compensation, Benefits, and Job Analysis Specialists detail 30 10.2% 0.274 0.45 $29.76 $29.40 $61,140 2.4%
13-1151 Training and Development Specialists detail 280 6.0% 2.530 1.19 $23.85 $26.96 $56,070 4.8%
13-1161 Market Research Analysts and Marketing Specialists detail 370 10.0% 3.393 0.73 $24.48 $26.52 $55,170 3.7%
13-1198 Project Management Specialists and Business Operations Specialists, All Other detail 1,040 5.7% 9.466 1.09 $28.36 $29.35 $61,050 4.0%
13-2011 Accountants and Auditors detail 1,210 3.9% 11.033 1.27 $28.03 $29.91 $62,220 2.8%
13-2020 Property Appraisers and Assessors broad 120 38.9% 1.108 2.89 $24.82 $26.58 $55,280 13.4%
13-2041 Credit Analysts detail 50 28.6% 0.493 0.98 $29.24 $33.38 $69,430 8.9%
13-2052 Personal Financial Advisors detail 130 23.1% 1.173 0.82 $29.57 $41.13 $85,540 14.3%
13-2053 Insurance Underwriters detail 60 35.8% 0.533 0.78 $37.18 $40.72 $84,690 4.7%
13-2061 Financial Examiners detail 80 9.9% 0.692 1.57 $28.33 $32.06 $66,690 2.9%
13-2072 Loan Officers detail 330 36.5% 3.004 1.43 $34.48 $43.85 $91,210 10.8%
13-2098 Financial and Investment Analysts, Financial Risk Specialists, and Financial Specialists, All Other detail 210 7.6% 1.918 0.61 $32.51 $35.60 $74,050 3.4%
15-0000 Computer and Mathematical Occupations major 2,850 3.7% 25.952 0.84 $32.63 $35.29 $73,400 3.5%
15-1211 Computer Systems Analysts detail 330 6.8% 2.971 0.74 $34.59 $35.06 $72,930 3.6%
15-1212 Information Security Analysts detail 70 9.0% 0.650 0.76 $40.83 $41.45 $86,210 3.3%
15-1232 Computer User Support Specialists detail 510 4.6% 4.636 1.05 $22.55 $22.67 $47,160 3.3%
15-1241 Computer Network Architects detail 60 17.7% 0.535 0.52 $41.96 $42.47 $88,340 5.9%
15-1244 Network and Computer Systems Administrators detail 400 7.5% 3.687 1.53 $38.26 $41.48 $86,270 3.9%
15-1245 Database Administrators and Architects detail 90 5.5% 0.785 0.92 $30.65 $30.68 $63,810 5.5%
15-1251 Computer Programmers detail 120 16.9% 1.084 0.80 $35.76 $38.67 $80,440 6.6%
15-1256 Software Developers and Software Quality Assurance Analysts and Testers detail 860 7.3% 7.817 0.82 $38.93 $40.53 $84,300 5.5%
15-1257 Web Developers and Digital Interface Designers detail 40 45.1% 0.342 0.34 $29.29 $30.63 $63,710 3.6%
15-1299 Computer Occupations, All Other detail 250 11.8% 2.278 0.85 $31.10 $29.86 $62,100 20.9%
15-2011 Actuaries detail 70 0.0% 0.615 4.06 (8) (8) (8) (8)
15-2031 Operations Research Analysts detail 40 20.3% 0.392 0.58 $26.75 $29.06 $60,450 4.4%
17-0000 Architecture and Engineering Occupations major 1,190 5.0% 10.831 0.61 $30.42 $32.57 $67,740 3.7%
17-1011 Architects, Except Landscape and Naval detail 80 4.4% 0.709 0.98 $31.80 $34.45 $71,660 5.1%
17-1022 Surveyors detail 40 33.8% 0.323 1.05 $25.67 $25.10 $52,210 3.2%
17-2051 Civil Engineers detail 260 5.0% 2.343 1.11 $34.84 $36.49 $75,900 5.2%
17-2071 Electrical Engineers detail 90 7.8% 0.826 0.65 $44.07 $44.78 $93,150 2.2%
17-2081 Environmental Engineers detail 50 35.2% 0.472 1.30 $33.15 $30.05 $62,500 17.9%
17-2112 Industrial Engineers detail 80 20.2% 0.737 0.37 $37.03 $38.19 $79,440 3.1%
17-2141 Mechanical Engineers detail 50 11.6% 0.486 0.23 $37.04 $39.66 $82,500 8.5%
17-3013 Mechanical Drafters detail 40 15.6% 0.341 0.91 $31.22 $31.43 $65,380 9.3%
17-3022 Civil Engineering Technologists and Technicians detail 200 10.3% 1.781 3.80 $22.41 $22.13 $46,040 2.3%
17-3023 Electrical and Electronic Engineering Technologists and Technicians detail 40 8.1% 0.375 0.45 $34.76 $36.34 $75,580 3.2%
17-3027 Mechanical Engineering Technologists and Technicians detail 30 46.5% 0.295 1.01 $23.13 $23.04 $47,930 4.8%
17-3098 Calibration Technologists and Technicians and Engineering Technologists and Technicians, Except Drafters, All Other detail 70 30.6% 0.618 1.03 $20.19 $21.03 $43,730 3.3%
19-0000 Life, Physical, and Social Science Occupations major 970 5.9% 8.835 1.01 $25.70 $27.42 $57,040 3.4%
19-2031 Chemists detail 30 6.0% 0.289 0.51 $23.58 $28.31 $58,890 10.7%
19-2041 Environmental Scientists and Specialists, Including Health detail 140 4.9% 1.255 2.19 $26.92 $28.96 $60,230 4.8%
19-2042 Geoscientists, Except Hydrologists and Geographers detail 40 5.3% 0.405 2.04 $28.64 $27.53 $57,260 3.1%
19-3031 Clinical, Counseling, and School Psychologists detail 90 7.6% 0.815 1.06 $24.69 $25.12 $52,240 3.0%
19-3051 Urban and Regional Planners detail 50 25.3% 0.442 1.68 $26.62 $28.15 $58,560 3.4%
19-4042 Environmental Science and Protection Technicians, Including Health detail 30 5.7% 0.273 1.23 $22.97 $22.66 $47,120 3.4%
19-4092 Forensic Science Technicians detail 80 32.2% 0.692 6.15 $28.64 $29.27 $60,870 3.0%
19-5011 Occupational Health and Safety Specialists detail 90 9.2% 0.841 1.33 $25.91 $28.64 $59,570 6.1%
19-5012 Occupational Health and Safety Technicians detail 40 15.5% 0.324 2.31 $24.20 $26.90 $55,960 12.3%
21-0000 Community and Social Service Occupations major 2,030 5.4% 18.453 1.21 $19.88 $20.48 $42,590 2.5%
21-1012 Educational, Guidance, and Career Counselors and Advisors detail 150 7.6% 1.378 0.68 $25.65 $26.41 $54,930 4.4%
21-1013 Marriage and Family Therapists detail 40 16.8% 0.402 1.00 $20.86 $20.14 $41,890 7.8%
21-1015 Rehabilitation Counselors detail 210 34.7% 1.922 2.59 $14.45 $14.74 $30,650 5.4%
21-1018 Substance Abuse, Behavioral Disorder, and Mental Health Counselors detail 160 14.1% 1.451 0.75 $20.63 $21.07 $43,830 3.4%
21-1021 Child, Family, and School Social Workers detail 310 5.5% 2.862 1.28 $21.56 $21.95 $45,650 3.1%
21-1022 Healthcare Social Workers detail 170 12.7% 1.524 1.28 $27.25 $27.36 $56,920 2.4%
21-1023 Mental Health and Substance Abuse Social Workers detail 140 9.4% 1.247 1.56 $19.40 $20.58 $42,800 4.6%
21-1029 Social Workers, All Other detail 60 5.4% 0.509 1.28 $30.61 $29.22 $60,780 5.8%
21-1092 Probation Officers and Correctional Treatment Specialists detail 70 4.7% 0.602 1.00 $20.37 $20.25 $42,120 5.2%
21-1093 Social and Human Service Assistants detail 500 5.8% 4.550 1.65 $16.23 $16.01 $33,290 2.6%
21-1094 Community Health Workers detail (8) (8) (8) (8) $27.52 $27.28 $56,750 4.5%
21-1099 Community and Social Service Specialists, All Other detail 90 10.8% 0.850 1.28 $17.24 $18.05 $37,540 3.7%
21-2011 Clergy detail 50 10.1% 0.483 1.33 $22.98 $23.31 $48,490 6.2%
23-0000 Legal Occupations major 1,140 9.9% 10.344 1.32 $33.72 $42.18 $87,740 9.2%
23-1011 Lawyers detail 730 9.8% 6.607 1.48 $39.01 $49.93 $103,850 11.6%
23-1023 Judges, Magistrate Judges, and Magistrates detail 60 9.6% 0.564 2.89 $61.03 $52.85 $109,930 9.3%
23-2011 Paralegals and Legal Assistants detail 240 28.6% 2.161 0.96 $19.37 $20.59 $42,830 8.7%
25-0000 Educational Instruction and Library Occupations major 7,040 7.1% 64.103 1.06 $20.37 $21.67 $45,070 5.4%
25-1194 Career/Technical Education Teachers, Postsecondary detail 260 41.7% 2.388 3.13 $23.02 $26.75 $55,640 11.5%
25-2011 Preschool Teachers, Except Special Education detail 340 19.9% 3.067 1.04 $12.68 $13.78 $28,670 6.4%
25-2012 Kindergarten Teachers, Except Special Education detail 80 10.1% 0.772 0.91 (4) (4) $45,110 3.0%
25-2021 Elementary School Teachers, Except Special Education detail 1,240 4.6% 11.268 1.16 (4) (4) $48,210 3.7%
25-2022 Middle School Teachers, Except Special and Career/Technical Education detail 460 6.6% 4.212 0.99 (4) (4) $51,270 5.4%
25-2031 Secondary School Teachers, Except Special and Career/Technical Education detail 960 5.8% 8.719 1.24 (4) (4) $50,480 3.6%
25-2032 Career/Technical Education Teachers, Secondary School detail 50 24.2% 0.426 0.84 (4) (4) $53,990 3.8%
25-2051 Special Education Teachers, Preschool detail 40 15.0% 0.372 2.45 (4) (4) $47,120 3.1%
25-2052 Special Education Teachers, Kindergarten and Elementary School detail 220 4.2% 2.016 1.53 (4) (4) $52,440 5.5%
25-2057 Special Education Teachers, Middle School detail 80 5.9% 0.757 1.29 (4) (4) $48,080 2.5%
25-2058 Special Education Teachers, Secondary School detail 180 2.7% 1.593 1.63 (4) (4) $53,870 5.7%
25-3021 Self-Enrichment Teachers detail 30 24.7% 0.305 0.18 (8) (8) (8) (8)
25-3031 Substitute Teachers, Short-Term detail 440 15.7% 3.997 1.00 $13.35 $13.14 $27,330 2.9%
25-3097 Tutors and Teachers and Instructors, All Other detail 50 9.9% 0.495 0.23 (4) (4) $42,760 7.3%
25-4022 Librarians and Media Collections Specialists detail 120 11.1% 1.095 1.19 $24.44 $25.98 $54,040 3.8%
25-4031 Library Technicians detail 100 36.5% 0.950 1.57 $19.10 $18.94 $39,400 3.4%
25-9031 Instructional Coordinators detail 150 16.6% 1.346 1.12 $24.62 $26.99 $56,130 3.6%
25-9045 Teaching Assistants, Except Postsecondary detail 1,640 5.6% 14.945 1.63 (4) (4) $26,600 1.9%
27-0000 Arts, Design, Entertainment, Sports, and Media Occupations major 1,140 8.9% 10.417 0.76 $21.87 $24.22 $50,390 4.0%
27-1024 Graphic Designers detail 130 24.5% 1.203 0.82 $22.78 $24.34 $50,640 4.5%
27-1026 Merchandise Displayers and Window Trimmers detail 110 29.1% 1.000 1.04 $12.95 $14.69 $30,550 6.2%
27-2022 Coaches and Scouts detail 150 19.9% 1.379 0.84 (4) (4) $34,240 16.4%
27-3031 Public Relations Specialists detail 260 9.1% 2.410 1.45 $27.76 $34.15 $71,040 7.5%
27-3041 Editors detail 50 23.0% 0.425 0.65 $27.74 $25.18 $52,380 10.2%
27-3091 Interpreters and Translators detail 50 14.3% 0.442 1.10 $16.86 $17.81 $37,040 3.9%
27-3092 Court Reporters and Simultaneous Captioners detail (8) (8) (8) (8) $23.33 $23.39 $48,660 7.3%
29-0000 Healthcare Practitioners and Technical Occupations major 8,500 3.2% 77.420 1.31 $28.58 $31.50 $65,520 2.6%
29-1011 Chiropractors detail 40 16.9% 0.380 1.59 $44.04 $41.66 $86,650 12.9%
29-1031 Dietitians and Nutritionists detail 50 6.0% 0.472 1.02 $27.15 $27.10 $56,370 2.5%
29-1041 Optometrists detail 60 32.1% 0.551 2.05 $55.81 $50.63 $105,310 13.9%
29-1051 Pharmacists detail 270 10.3% 2.458 1.16 $59.78 $56.75 $118,040 2.8%
29-1071 Physician Assistants detail 90 4.8% 0.853 1.04 $56.01 $56.66 $117,860 3.3%
29-1122 Occupational Therapists detail 130 10.0% 1.173 1.29 $44.71 $43.86 $91,230 2.4%
29-1123 Physical Therapists detail 230 9.9% 2.096 1.32 $44.04 $43.96 $91,440 2.8%
29-1125 Recreational Therapists detail 50 9.3% 0.473 3.65 $18.92 $20.52 $42,690 1.7%
29-1126 Respiratory Therapists detail 100 1.7% 0.881 0.98 $27.58 $27.52 $57,250 2.2%
29-1127 Speech-Language Pathologists detail 170 16.2% 1.519 1.45 $30.96 $34.36 $71,470 4.3%
29-1131 Veterinarians detail 80 22.1% 0.728 1.43 $57.36 $60.58 $126,010 11.3%
29-1141 Registered Nurses detail 3,090 4.2% 28.126 1.39 $30.87 $31.86 $66,270 1.8%
29-1171 Nurse Practitioners detail 290 3.2% 2.675 1.96 $51.46 $52.10 $108,360 2.5%
29-1228 Physicians, All Other; and Ophthalmologists, Except Pediatric detail 150 18.4% 1.391 0.52 $95.69 $99.56 $207,080 9.2%
29-1292 Dental Hygienists detail 190 19.1% 1.708 1.13 $32.53 $32.11 $66,780 5.3%
29-2010 Clinical Laboratory Technologists and Technicians broad 280 7.5% 2.593 1.17 $27.02 $26.25 $54,600 3.1%
29-2034 Radiologic Technologists and Technicians detail 160 4.9% 1.471 1.04 $27.78 $28.12 $58,490 2.5%
29-2040 Emergency Medical Technicians and Paramedics broad 460 39.2% 4.223 2.38 $13.75 $15.35 $31,940 3.3%
29-2052 Pharmacy Technicians detail 330 10.0% 2.978 1.05 $16.61 $16.98 $35,320 2.4%
29-2053 Psychiatric Technicians detail 290 3.8% 2.669 5.00 $13.13 $13.39 $27,850 3.7%
29-2055 Surgical Technologists detail 140 9.0% 1.247 1.68 $21.25 $21.62 $44,960 2.3%
29-2056 Veterinary Technologists and Technicians detail 110 43.5% 1.039 1.38 $13.47 $13.74 $28,570 5.8%
29-2057 Ophthalmic Medical Technicians detail 50 40.4% 0.433 1.09 $15.85 $15.91 $33,090 3.9%
29-2061 Licensed Practical and Licensed Vocational Nurses detail 920 6.4% 8.415 1.77 $21.46 $21.49 $44,690 2.5%
29-2081 Opticians, Dispensing detail 60 22.6% 0.521 1.06 $13.32 $13.45 $27,970 3.6%
29-2098 Medical Dosimetrists, Medical Records Specialists, and Health Technologists and Technicians, All Other detail 270 4.1% 2.449 1.08 $20.30 $22.10 $45,960 3.2%
29-9098 Health Information Technologists, Medical Registrars, Surgical Assistants, and Healthcare Practitioners and Technical Workers, All Other detail 60 30.0% 0.567 1.53 $18.98 $22.53 $46,870 26.6%
31-0000 Healthcare Support Occupations major 6,930 5.7% 63.106 1.42 $12.58 $13.80 $28,700 2.3%
31-1120 Home Health and Personal Care Aides broad 2,780 7.8% 25.292 1.18 $11.06 $11.26 $23,420 2.2%
31-1131 Nursing Assistants detail 2,440 14.0% 22.204 2.30 $13.54 $13.61 $28,310 1.5%
31-1132 Orderlies detail 40 2.8% 0.364 1.14 $13.76 $13.62 $28,330 3.4%
31-2011 Occupational Therapy Assistants detail 110 25.1% 1.030 3.36 $27.90 $27.51 $57,210 2.6%
31-2021 Physical Therapist Assistants detail 220 17.0% 2.021 3.07 $27.81 $28.02 $58,290 1.9%
31-9011 Massage Therapists detail 60 30.9% 0.555 0.76 $18.93 $21.64 $45,000 7.7%
31-9091 Dental Assistants detail 190 4.7% 1.770 0.74 $17.69 $17.92 $37,280 3.1%
31-9092 Medical Assistants detail 340 7.2% 3.063 0.63 $15.48 $15.65 $32,540 2.4%
31-9094 Medical Transcriptionists detail 140 12.7% 1.241 3.27 $11.04 $11.43 $23,770 4.5%
31-9096 Veterinary Assistants and Laboratory Animal Caretakers detail (8) (8) (8) (8) $15.12 $14.79 $30,760 10.2%
31-9097 Phlebotomists detail 240 23.2% 2.225 2.55 $16.18 $16.61 $34,550 4.3%
33-0000 Protective Service Occupations major 3,020 19.1% 27.526 1.16 $20.53 $22.41 $46,610 3.6%
33-1011 First-Line Supervisors of Correctional Officers detail 70 3.4% 0.648 2.05 $23.28 $25.11 $52,220 4.0%
33-1012 First-Line Supervisors of Police and Detectives detail 270 27.4% 2.502 3.03 $37.90 $37.74 $78,500 3.9%
33-1021 First-Line Supervisors of Firefighting and Prevention Workers detail 280 46.9% 2.549 5.38 (8) (8) (8) (8)
33-1090 Miscellaneous First-Line Supervisors, Protective Service Workers broad 40 14.9% 0.352 0.63 $24.33 $26.43 $54,970 5.6%
33-2011 Firefighters detail 290 38.5% 2.633 1.19 $18.37 $18.79 $39,080 5.5%
33-3012 Correctional Officers and Jailers detail 300 6.1% 2.739 0.95 $17.82 $18.18 $37,820 3.2%
33-3021 Detectives and Criminal Investigators detail 210 19.7% 1.939 2.70 $22.74 $24.43 $50,820 3.3%
33-3051 Police and Sheriff's Patrol Officers detail 840 23.1% 7.628 1.68 $22.96 $24.18 $50,290 4.4%
33-9032 Security Guards detail 450 17.5% 4.054 0.53 $11.89 $14.15 $29,440 7.0%
33-9098 School Bus Monitors and Protective Service Workers, All Other detail 90 5.4% 0.832 0.84 $14.23 $15.26 $31,750 4.3%
35-0000 Food Preparation and Serving Related Occupations major 9,040 3.0% 82.327 0.90 $9.72 $10.74 $22,350 1.7%
35-1011 Chefs and Head Cooks detail 40 28.4% 0.408 0.47 $18.48 $22.02 $45,800 5.7%
35-1012 First-Line Supervisors of Food Preparation and Serving Workers detail 900 14.7% 8.162 1.19 $13.64 $14.76 $30,700 3.1%
35-2011 Cooks, Fast Food detail (8) (8) (8) (8) $9.32 $10.03 $20,860 5.2%
35-2012 Cooks, Institution and Cafeteria detail 520 13.2% 4.699 1.71 $12.15 $12.63 $26,270 1.6%
35-2014 Cooks, Restaurant detail 580 14.5% 5.316 0.56 $11.81 $11.75 $24,430 3.9%
35-2021 Food Preparation Workers detail 580 14.1% 5.293 0.90 $11.02 $11.24 $23,380 3.3%
35-3011 Bartenders detail 290 33.1% 2.625 0.60 $9.14 $10.66 $22,170 11.7%
35-3023 Fast Food and Counter Workers detail 3,360 9.3% 30.581 1.12 $9.24 $9.71 $20,200 2.0%
35-3031 Waiters and Waitresses detail 1,570 20.1% 14.290 0.81 $9.13 $9.70 $20,180 4.9%
35-3041 Food Servers, Nonrestaurant detail (8) (8) (8) (8) $11.95 $12.88 $26,800 7.7%
35-9011 Dining Room and Cafeteria Attendants and Bartender Helpers detail 210 39.3% 1.924 0.59 $9.22 $9.66 $20,090 4.8%
35-9021 Dishwashers detail 200 39.9% 1.830 0.52 $9.03 $9.30 $19,330 3.6%
35-9031 Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop detail 310 35.5% 2.836 0.98 $9.12 $9.25 $19,230 3.5%
35-9099 Food Preparation and Serving Related Workers, All Other detail (8) (8) (8) (8) $11.11 $11.13 $23,150 5.4%
37-0000 Building and Grounds Cleaning and Maintenance Occupations major 3,420 13.0% 31.160 1.03 $12.92 $13.89 $28,890 2.2%
37-1011 First-Line Supervisors of Housekeeping and Janitorial Workers detail 140 30.8% 1.229 1.16 $19.65 $19.84 $41,270 2.3%
37-1012 First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers detail 70 29.8% 0.641 0.91 $21.35 $21.42 $44,550 4.4%
37-2011 Janitors and Cleaners, Except Maids and Housekeeping Cleaners detail 1,970 20.2% 17.901 1.23 $12.69 $13.35 $27,770 2.4%
37-2012 Maids and Housekeeping Cleaners detail 590 9.2% 5.406 0.86 $10.22 $10.52 $21,890 3.6%
37-2021 Pest Control Workers detail 50 25.5% 0.474 0.88 $15.05 $16.19 $33,680 4.8%
37-3011 Landscaping and Groundskeeping Workers detail 540 15.1% 4.901 0.79 $15.88 $16.27 $33,850 2.4%
39-0000 Personal Care and Service Occupations major 1,870 12.3% 17.032 0.76 $10.91 $13.16 $27,380 4.0%
39-1098 First-Line Supervisors of Personal Service and Entertainment and Recreation Workers, Except Gambling Services detail 120 22.2% 1.050 0.71 $17.30 $18.10 $37,640 6.3%
39-2011 Animal Trainers detail 50 17.1% 0.453 4.03 $9.75 $10.15 $21,110 4.7%
39-2021 Animal Caretakers detail 220 23.5% 2.003 1.38 $10.57 $11.49 $23,890 5.2%
39-3091 Amusement and Recreation Attendants detail 140 45.6% 1.239 0.54 $9.34 $10.62 $22,090 4.9%
39-4031 Morticians, Undertakers, and Funeral Arrangers detail (8) (8) (8) (8) $25.32 $25.79 $53,630 4.9%
39-5012 Hairdressers, Hairstylists, and Cosmetologists detail 330 43.2% 2.969 1.13 $9.29 $11.40 $23,720 10.4%
39-5092 Manicurists and Pedicurists detail (8) (8) (8) (8) $17.39 $16.47 $34,260 10.9%
39-9011 Childcare Workers detail 370 24.6% 3.365 0.88 $10.87 $10.97 $22,810 3.6%
39-9031 Exercise Trainers and Group Fitness Instructors detail 140 22.7% 1.229 0.55 $12.44 $16.81 $34,960 16.3%
39-9032 Recreation Workers detail 110 40.6% 1.045 0.43 $10.73 $11.81 $24,570 6.4%
39-9041 Residential Advisors detail 30 38.4% 0.316 0.43 $12.13 $14.48 $30,110 5.4%
41-0000 Sales and Related Occupations major 8,130 5.4% 74.010 0.76 $12.35 $17.32 $36,030 3.7%
41-1011 First-Line Supervisors of Retail Sales Workers detail 910 8.6% 8.262 1.04 $18.87 $19.93 $41,460 2.7%
41-1012 First-Line Supervisors of Non-Retail Sales Workers detail 90 23.0% 0.788 0.46 $27.13 $30.16 $62,730 14.5%
41-2011 Cashiers detail 2,090 11.7% 18.987 0.78 $9.97 $10.44 $21,720 2.2%
41-2021 Counter and Rental Clerks detail 210 22.9% 1.929 0.69 $14.54 $17.33 $36,040 7.3%
41-2022 Parts Salespersons detail 80 10.8% 0.705 0.40 $18.39 $19.07 $39,660 3.6%
41-2031 Retail Salespersons detail 2,870 18.0% 26.149 0.89 $11.02 $13.06 $27,160 4.9%
41-3011 Advertising Sales Agents detail 50 26.6% 0.439 0.50 $19.97 $22.57 $46,940 9.3%
41-3021 Insurance Sales Agents detail 220 15.9% 2.048 0.73 $20.72 $23.41 $48,690 7.3%
41-3031 Securities, Commodities, and Financial Services Sales Agents detail 150 27.5% 1.336 0.45 $28.38 $39.05 $81,210 16.2%
41-3091 Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel detail 600 10.0% 5.507 0.78 $25.61 $27.99 $58,220 7.1%
41-4011 Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products detail (8) (8) (8) (8) $36.72 $40.81 $84,890 4.9%
41-4012 Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products detail 570 12.8% 5.184 0.57 $26.97 $31.53 $65,590 5.7%
43-0000 Office and Administrative Support Occupations major 16,230 2.7% 147.821 1.11 $16.72 $17.57 $36,540 1.8%
43-1011 First-Line Supervisors of Office and Administrative Support Workers detail 1,220 3.6% 11.104 1.10 $23.74 $24.76 $51,490 2.6%
43-2011 Switchboard Operators, Including Answering Service detail 50 6.8% 0.475 1.03 $14.03 $14.29 $29,730 3.6%
43-3011 Bill and Account Collectors detail 300 37.3% 2.688 1.67 $14.52 $15.30 $31,830 4.0%
43-3021 Billing and Posting Clerks detail 250 13.7% 2.235 0.70 $18.14 $18.83 $39,160 2.6%
43-3031 Bookkeeping, Accounting, and Auditing Clerks detail 1,220 9.5% 11.080 1.08 $16.72 $17.23 $35,840 2.6%
43-3051 Payroll and Timekeeping Clerks detail 150 5.6% 1.399 1.44 $21.38 $21.43 $44,570 1.8%
43-3061 Procurement Clerks detail 50 11.3% 0.497 1.11 $20.01 $18.66 $38,800 9.2%
43-3071 Tellers detail 410 10.0% 3.716 1.23 $13.15 $13.45 $27,980 3.4%
43-4031 Court, Municipal, and License Clerks detail 130 6.8% 1.181 1.13 $16.91 $18.80 $39,100 4.7%
43-4051 Customer Service Representatives detail 1,990 5.7% 18.115 0.91 $16.10 $16.65 $34,620 3.5%
43-4061 Eligibility Interviewers, Government Programs detail 720 3.7% 6.526 6.86 $19.21 $18.98 $39,470 6.0%
43-4071 File Clerks detail 150 16.1% 1.345 1.93 $14.65 $14.73 $30,630 3.5%
43-4081 Hotel, Motel, and Resort Desk Clerks detail (8) (8) (8) (8) $9.79 $10.40 $21,620 6.5%
43-4111 Interviewers, Except Eligibility and Loan detail 520 7.9% 4.744 3.70 $15.43 $16.25 $33,790 2.7%
43-4121 Library Assistants, Clerical detail 90 28.8% 0.820 1.40 $11.80 $12.27 $25,530 3.2%
43-4131 Loan Interviewers and Clerks detail 210 16.9% 1.896 1.34 $19.12 $20.36 $42,340 5.4%
43-4141 New Accounts Clerks detail 110 22.7% 1.022 3.46 $15.13 $16.82 $34,990 5.8%
43-4161 Human Resources Assistants, Except Payroll and Timekeeping detail 130 7.3% 1.139 1.43 $20.02 $20.47 $42,570 2.4%
43-4171 Receptionists and Information Clerks detail 590 9.5% 5.370 0.75 $13.37 $13.85 $28,820 3.7%
43-4199 Information and Record Clerks, All Other detail 80 2.6% 0.767 0.73 $21.01 $21.07 $43,820 2.8%
43-5021 Couriers and Messengers detail 60 25.1% 0.529 1.04 $12.25 $11.68 $24,300 4.1%
43-5031 Public Safety Telecommunicators detail 90 23.1% 0.782 1.21 $15.59 $15.72 $32,700 2.5%
43-5032 Dispatchers, Except Police, Fire, and Ambulance detail 110 21.7% 0.967 0.71 $16.61 $19.76 $41,100 7.2%
43-5051 Postal Service Clerks detail 80 0.0% 0.747 1.35 $22.47 $22.48 $46,750 1.9%
43-5052 Postal Service Mail Carriers detail 290 0.0% 2.650 1.15 $23.31 $24.65 $51,270 2.6%
43-5061 Production, Planning, and Expediting Clerks detail 250 10.2% 2.269 0.90 $22.27 $23.41 $48,690 4.4%
43-5071 Shipping, Receiving, and Inventory Clerks detail 340 11.4% 3.073 0.64 $19.56 $20.08 $41,760 2.5%
43-6011 Executive Secretaries and Executive Administrative Assistants detail 840 10.3% 7.667 2.08 $18.61 $20.39 $42,410 3.6%
43-6012 Legal Secretaries and Administrative Assistants detail 80 23.4% 0.755 0.66 $19.46 $19.27 $40,080 10.4%
43-6013 Medical Secretaries and Administrative Assistants detail 450 12.4% 4.069 0.99 $16.27 $16.16 $33,600 2.3%
43-6014 Secretaries and Administrative Assistants, Except Legal, Medical, and Executive detail 2,820 4.8% 25.718 1.85 $15.55 $16.01 $33,300 1.8%
43-9021 Data Entry Keyers detail 120 19.0% 1.112 1.02 $11.81 $12.97 $26,970 4.2%
43-9041 Insurance Claims and Policy Processing Clerks detail 140 7.3% 1.296 0.74 $22.06 $22.09 $45,960 2.9%
43-9051 Mail Clerks and Mail Machine Operators, Except Postal Service detail 350 9.5% 3.206 5.63 $11.06 $11.96 $24,880 3.5%
43-9061 Office Clerks, General detail 1,330 19.7% 12.080 0.60 $13.72 $14.25 $29,640 2.7%
43-9071 Office Machine Operators, Except Computer detail 50 9.3% 0.412 1.32 $13.75 $15.87 $33,010 5.3%
43-9199 Office and Administrative Support Workers, All Other detail 80 4.4% 0.727 0.57 $21.63 $21.57 $44,860 2.6%
45-0000 Farming, Fishing, and Forestry Occupations major 150 23.7% 1.324 0.40 $15.85 $17.43 $36,260 6.2%
45-2093 Farmworkers, Farm, Ranch, and Aquacultural Animals detail 80 14.7% 0.715 2.87 $14.60 $15.13 $31,470 5.1%
47-0000 Construction and Extraction Occupations major 4,870 6.9% 44.377 1.05 $19.86 $21.64 $45,010 2.6%
47-1011 First-Line Supervisors of Construction Trades and Extraction Workers detail 440 9.8% 4.039 0.95 $29.50 $30.11 $62,630 2.7%
47-2021 Brickmasons and Blockmasons detail 100 12.6% 0.871 2.11 $28.57 $29.45 $61,250 3.5%
47-2031 Carpenters detail 480 13.6% 4.333 0.87 $20.03 $20.48 $42,600 2.7%
47-2051 Cement Masons and Concrete Finishers detail 160 16.9% 1.414 1.06 $23.72 $23.91 $49,730 3.4%
47-2061 Construction Laborers detail 980 11.3% 8.885 1.28 $16.38 $16.57 $34,470 6.4%
47-2073 Operating Engineers and Other Construction Equipment Operators detail 550 13.6% 5.026 1.82 $18.23 $19.86 $41,300 4.1%
47-2081 Drywall and Ceiling Tile Installers detail (8) (8) (8) (8) $19.59 $20.35 $42,330 6.0%
47-2111 Electricians detail 440 8.2% 3.977 0.85 $25.67 $25.24 $52,500 3.1%
47-2141 Painters, Construction and Maintenance detail 280 39.5% 2.588 1.63 $17.25 $17.60 $36,610 3.7%
47-2152 Plumbers, Pipefitters, and Steamfitters detail 430 47.9% 3.899 1.29 $26.41 $26.31 $54,720 5.8%
47-2181 Roofers detail 60 32.3% 0.551 0.62 $19.59 $19.35 $40,240 6.5%
47-2211 Sheet Metal Workers detail 60 39.2% 0.584 0.65 $27.96 $25.87 $53,820 7.5%
47-3011 Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters detail 60 43.4% 0.524 3.28 $19.76 $19.18 $39,900 4.6%
47-4011 Construction and Building Inspectors detail 100 14.5% 0.953 1.27 $22.25 $25.85 $53,780 7.2%
47-4051 Highway Maintenance Workers detail 160 19.2% 1.501 1.46 $17.12 $17.44 $36,280 5.4%
47-5022 Excavating and Loading Machine and Dragline Operators, Surface Mining detail 80 39.8% 0.687 2.29 $23.66 $24.42 $50,790 16.3%
47-5051 Rock Splitters, Quarry detail (8) (8) (8) (8) $17.57 $18.33 $38,130 5.9%
49-0000 Installation, Maintenance, and Repair Occupations major 5,140 5.1% 46.777 1.20 $21.95 $22.99 $47,820 2.5%
49-1011 First-Line Supervisors of Mechanics, Installers, and Repairers detail 470 8.4% 4.283 1.30 $29.06 $30.82 $64,110 4.0%
49-2011 Computer, Automated Teller, and Office Machine Repairers detail (8) (8) (8) (8) $23.37 $22.20 $46,170 7.7%
49-2022 Telecommunications Equipment Installers and Repairers, Except Line Installers detail 110 20.2% 1.041 0.73 $24.52 $24.91 $51,810 3.2%
49-3011 Aircraft Mechanics and Service Technicians detail 90 12.0% 0.808 0.89 $27.93 $25.28 $52,570 9.0%
49-3021 Automotive Body and Related Repairers detail 120 26.4% 1.116 1.14 $21.05 $22.52 $46,840 6.8%
49-3023 Automotive Service Technicians and Mechanics detail 660 13.0% 6.003 1.35 $17.53 $18.52 $38,520 5.4%
49-3031 Bus and Truck Mechanics and Diesel Engine Specialists detail 120 19.3% 1.075 0.59 $26.40 $26.22 $54,540 3.3%
49-3041 Farm Equipment Mechanics and Service Technicians detail 50 37.8% 0.426 1.72 $21.08 $20.74 $43,130 4.1%
49-3042 Mobile Heavy Equipment Mechanics, Except Engines detail 220 7.3% 1.962 1.95 $22.95 $23.27 $48,400 3.9%
49-3093 Tire Repairers and Changers detail 210 41.2% 1.881 2.49 $14.22 $14.35 $29,840 8.3%
49-9012 Control and Valve Installers and Repairers, Except Mechanical Door detail 60 35.7% 0.508 1.43 $26.88 $27.96 $58,160 9.8%
49-9021 Heating, Air Conditioning, and Refrigeration Mechanics and Installers detail 390 19.4% 3.536 1.52 $29.41 $28.72 $59,740 3.5%
49-9041 Industrial Machinery Mechanics detail 400 29.2% 3.653 1.38 $27.13 $26.22 $54,540 4.8%
49-9043 Maintenance Workers, Machinery detail 40 1.2% 0.409 0.82 $21.98 $21.65 $45,030 3.2%
49-9044 Millwrights detail 160 43.5% 1.416 4.39 $25.68 $25.74 $53,540 4.3%
49-9051 Electrical Power-Line Installers and Repairers detail 210 22.7% 1.940 2.55 $38.40 $32.65 $67,900 5.4%
49-9052 Telecommunications Line Installers and Repairers detail 80 44.0% 0.728 0.88 $28.68 $29.43 $61,200 10.6%
49-9071 Maintenance and Repair Workers, General detail 1,090 8.4% 9.892 1.02 $17.54 $18.55 $38,590 2.1%
49-9091 Coin, Vending, and Amusement Machine Servicers and Repairers detail 60 16.0% 0.562 2.63 $19.13 $20.74 $43,140 8.4%
49-9099 Installation, Maintenance, and Repair Workers, All Other detail 140 48.0% 1.254 1.14 $17.65 $19.35 $40,250 7.4%
51-0000 Production Occupations major 5,650 20.3% 51.425 0.82 $18.10 $18.82 $39,150 5.1%
51-1011 First-Line Supervisors of Production and Operating Workers detail 350 15.2% 3.211 0.75 $24.53 $26.66 $55,460 2.6%
51-2090 Miscellaneous Assemblers and Fabricators broad 460 24.6% 4.218 0.45 $14.79 $14.74 $30,660 1.9%
51-3011 Bakers detail 80 36.2% 0.735 0.58 $10.27 $10.99 $22,870 3.7%
51-3021 Butchers and Meat Cutters detail 40 33.0% 0.390 0.42 $15.60 $16.71 $34,750 6.5%
51-3022 Meat, Poultry, and Fish Cutters and Trimmers detail 50 40.1% 0.453 0.43 $14.36 $14.66 $30,490 3.5%
51-3092 Food Batchmakers detail 300 35.4% 2.749 2.53 $15.05 $16.64 $34,600 9.6%
51-3099 Food Processing Workers, All Other detail (8) (8) (8) (8) $12.23 $12.24 $25,450 2.8%
51-4031 Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic detail 50 23.1% 0.421 0.32 $13.77 $14.19 $29,520 3.0%
51-4041 Machinists detail 80 48.5% 0.703 0.27 $27.84 $26.86 $55,880 4.6%
51-4121 Welders, Cutters, Solderers, and Brazers detail 130 20.2% 1.207 0.43 $18.24 $17.88 $37,200 4.0%
51-5111 Prepress Technicians and Workers detail 30 44.3% 0.282 1.37 $15.85 $16.11 $33,510 2.8%
51-5112 Printing Press Operators detail 130 10.7% 1.202 1.02 $19.95 $19.92 $41,440 3.1%
51-6011 Laundry and Dry-Cleaning Workers detail 190 12.4% 1.732 1.22 $10.62 $10.73 $22,310 2.8%
51-7011 Cabinetmakers and Bench Carpenters detail 220 6.2% 1.966 2.90 $11.34 $11.69 $24,310 6.0%
51-8031 Water and Wastewater Treatment Plant and System Operators detail 220 43.2% 2.016 2.39 $20.25 $20.75 $43,150 2.4%
51-9021 Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders detail 40 25.8% 0.401 1.76 $14.31 $15.06 $31,330 5.5%
51-9061 Inspectors, Testers, Sorters, Samplers, and Weighers detail 400 28.2% 3.639 0.93 $18.20 $19.11 $39,760 4.9%
51-9081 Dental Laboratory Technicians detail 40 8.6% 0.330 1.40 $18.30 $18.30 $38,060 2.9%
51-9111 Packaging and Filling Machine Operators and Tenders detail 240 16.4% 2.193 0.82 $20.06 $19.20 $39,940 7.8%
51-9198 Helpers--Production Workers detail (8) (8) (8) (8) $9.15 $10.16 $21,130 9.4%
51-9199 Production Workers, All Other detail 120 36.6% 1.136 0.75 (8) (8) (8) (8)
53-0000 Transportation and Material Moving Occupations major 8,380 7.9% 76.308 0.89 $15.64 $16.71 $34,760 2.6%
53-1047 First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors detail 250 10.7% 2.268 0.73 $26.16 $27.70 $57,620 4.3%
53-3031 Driver/Sales Workers detail 210 42.9% 1.867 0.62 $11.07 $13.43 $27,930 18.9%
53-3032 Heavy and Tractor-Trailer Truck Drivers detail 1,260 14.6% 11.478 0.91 $17.98 $19.42 $40,400 4.5%
53-3033 Light Truck Drivers detail 510 17.9% 4.624 0.74 $17.27 $18.33 $38,120 5.9%
53-3058 Passenger Vehicle Drivers, Except Bus Drivers, Transit and Intercity detail 620 8.0% 5.625 1.18 $15.01 $15.01 $31,220 3.1%
53-3099 Motor Vehicle Operators, All Other detail 40 32.7% 0.339 0.88 $13.25 $15.67 $32,590 10.6%
53-6021 Parking Attendants detail 40 27.7% 0.377 0.38 $8.56 $9.35 $19,450 7.6%
53-6031 Automotive and Watercraft Service Attendants detail 110 22.9% 0.995 1.24 $12.65 $12.88 $26,790 3.5%
53-7021 Crane and Tower Operators detail (8) (8) (8) (8) $22.06 $23.04 $47,930 9.9%
53-7051 Industrial Truck and Tractor Operators detail 520 7.5% 4.721 1.10 $17.78 $18.15 $37,750 4.3%
53-7061 Cleaners of Vehicles and Equipment detail 430 17.2% 3.891 1.49 $12.84 $14.54 $30,240 7.4%
53-7062 Laborers and Freight, Stock, and Material Movers, Hand detail 1,930 13.4% 17.551 0.87 $16.10 $17.07 $35,500 4.8%
53-7064 Packers and Packagers, Hand detail 620 22.3% 5.689 1.32 $12.00 $14.89 $30,980 8.0%
53-7065 Stockers and Order Fillers detail 1,500 21.9% 13.632 0.94 $11.89 $12.99 $27,010 2.6%
53-7081 Refuse and Recyclable Material Collectors detail 100 19.6% 0.955 1.16 $16.13 $17.09 $35,540 14.8%


About May 2019 National, State, Metropolitan, and Nonmetropolitan Area Occupational Employment and Wage Estimates

(1) Estimates for detailed occupations do not sum to the totals because the totals include occupations not shown separately. Estimates do not include self-employed workers.

(2) Annual wages have been calculated by multiplying the hourly mean wage by a "year-round, full-time" hours figure of 2,080 hours; for those occupations where there is not an hourly wage published, the annual wage has been directly calculated from the reported survey data.

(3) The relative standard error (RSE) is a measure of the reliability of a survey statistic. The smaller the relative standard error, the more precise the estimate.

(4) Wages for some occupations that do not generally work year-round, full time, are reported either as hourly wages or annual salaries depending on how they are typically paid.

(8) Estimates not released.

(9) The location quotient is the ratio of the area concentration of occupational employment to the national average concentration. A location quotient greater than one indicates the occupation has a higher share of employment than average, and a location quotient less than one indicates the occupation is less prevalent in the area than average.







Kansas's metropolitan and nonmetropolitan area estimates:

May 2019 National Occupational Employment and Wage Estimates

May 2019 State Occupational Employment and Wage Estimates

May 2019 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates

May 2019 National Industry-Specific Occupational Employment and Wage Estimates

May 2019 Occupation Profiles

Technical notes

 

Last Modified Date: March 31, 2020