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Occupational Employment and Wage Statistics

May 2020 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates

Charleston, WV



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


These estimates are calculated with data collected from employers in all industry sectors in Charleston, WV, a metropolitan statistical area in West Virginia.

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 OEWS estimates for other areas and states

Major Occupational Groups in Charleston, WV (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 102,850 1.5% 1000.000 1.00 $18.15 $23.31 $48,480 2.1%
11-0000 Management Occupations major 6,080 3.4% 59.129 1.03 $40.17 $47.25 $98,270 2.3%
11-1011 Chief Executives detail 210 15.0% 2.067 1.42 $66.83 $80.31 $167,050 5.8%
11-1021 General and Operations Managers detail 2,000 6.0% 19.413 1.15 $40.27 $48.74 $101,380 7.6%
11-1031 Legislators detail 180 9.5% 1.721 4.67 (4) (4) $26,370 4.6%
11-2021 Marketing Managers detail 70 17.4% 0.695 0.36 $47.17 $54.82 $114,030 12.5%
11-2022 Sales Managers detail 170 12.5% 1.670 0.60 $42.49 $56.92 $118,390 11.8%
11-3010 Administrative Services and Facilities Managers broad (8) (8) (8) (8) $33.08 $35.20 $73,210 4.1%
11-3021 Computer and Information Systems Managers detail 170 22.6% 1.611 0.49 $48.92 $57.21 $119,000 5.1%
11-3031 Financial Managers detail 330 13.5% 3.220 0.69 $45.43 $49.45 $102,860 3.8%
11-3051 Industrial Production Managers detail 110 29.2% 1.060 0.82 $58.72 $59.26 $123,260 3.9%
11-3071 Transportation, Storage, and Distribution Managers detail 60 9.7% 0.611 0.64 $39.24 $41.88 $87,110 4.4%
11-3121 Human Resources Managers detail 70 32.5% 0.673 0.60 $42.65 $46.47 $96,660 5.1%
11-9021 Construction Managers detail 70 29.0% 0.672 0.33 $44.05 $43.80 $91,100 7.2%
11-9032 Education Administrators, Kindergarten through Secondary detail 220 10.7% 2.182 1.16 (4) (4) $74,350 5.7%
11-9033 Education Administrators, Postsecondary detail 90 27.6% 0.912 0.90 $39.45 $47.48 $98,760 16.3%
11-9039 Education Administrators, All Other detail 50 10.8% 0.470 1.50 $43.45 $39.83 $82,840 3.9%
11-9041 Architectural and Engineering Managers detail 90 15.4% 0.873 0.62 $64.17 $65.01 $135,230 4.7%
11-9051 Food Service Managers detail 280 24.4% 2.703 1.91 $22.80 $23.92 $49,750 5.5%
11-9111 Medical and Health Services Managers detail 280 8.0% 2.768 0.96 $47.28 $59.22 $123,180 7.8%
11-9121 Natural Sciences Managers detail 30 26.2% 0.295 0.54 $43.26 $45.30 $94,220 7.2%
11-9141 Property, Real Estate, and Community Association Managers detail 180 22.6% 1.717 1.09 $23.96 $30.56 $63,570 15.2%
11-9151 Social and Community Service Managers detail 80 18.8% 0.739 0.66 $30.65 $33.37 $69,410 6.2%
13-0000 Business and Financial Operations Occupations major 5,520 5.5% 53.683 0.89 $27.16 $29.83 $62,040 2.0%
13-1020 Buyers and Purchasing Agents broad 100 14.5% 0.952 0.32 $24.13 $26.31 $54,720 3.3%
13-1031 Claims Adjusters, Examiners, and Investigators detail 370 12.7% 3.625 1.76 $22.89 $25.60 $53,240 8.3%
13-1041 Compliance Officers detail 540 6.3% 5.269 2.24 $39.35 $39.30 $81,740 4.2%
13-1051 Cost Estimators detail 140 17.5% 1.346 0.94 $30.02 $31.72 $65,980 6.0%
13-1071 Human Resources Specialists detail 490 12.7% 4.737 1.02 $30.71 $31.81 $66,170 4.1%
13-1075 Labor Relations Specialists detail 90 46.1% 0.888 1.76 $31.59 $33.25 $69,160 10.4%
13-1081 Logisticians detail 70 20.8% 0.699 0.53 $30.27 $30.54 $63,510 4.6%
13-1111 Management Analysts detail 600 44.1% 5.876 1.11 $26.68 $26.88 $55,910 4.3%
13-1121 Meeting, Convention, and Event Planners detail 30 25.8% 0.298 0.38 $22.65 $23.36 $48,600 8.5%
13-1131 Fundraisers detail 50 12.8% 0.497 0.84 $26.25 $26.57 $55,270 5.3%
13-1141 Compensation, Benefits, and Job Analysis Specialists detail 170 7.7% 1.667 2.64 $18.16 $20.75 $43,160 6.0%
13-1151 Training and Development Specialists detail 300 27.3% 2.914 1.27 $23.14 $23.90 $49,720 2.5%
13-1161 Market Research Analysts and Marketing Specialists detail 160 13.3% 1.560 0.31 $23.23 $24.20 $50,340 3.7%
13-1198 Project Management Specialists and Business Operations Specialists, All Other detail 570 7.7% 5.530 0.53 $30.91 $32.01 $66,580 4.3%
13-2011 Accountants and Auditors detail 820 6.4% 7.961 0.87 $27.17 $29.89 $62,170 4.9%
13-2020 Property Appraisers and Assessors broad 60 5.2% 0.619 1.54 $19.87 $21.37 $44,440 6.2%
13-2031 Budget Analysts detail 40 5.6% 0.368 1.04 $26.98 $31.38 $65,260 5.7%
13-2041 Credit Analysts detail 40 19.7% 0.420 0.81 $30.09 $32.31 $67,210 6.3%
13-2052 Personal Financial Advisors detail 110 19.0% 1.063 0.68 $31.67 $45.59 $94,820 19.7%
13-2061 Financial Examiners detail 70 28.5% 0.632 1.29 $26.54 $27.04 $56,240 6.2%
13-2072 Loan Officers detail 160 37.7% 1.572 0.71 $22.11 $26.49 $55,090 8.9%
13-2081 Tax Examiners and Collectors, and Revenue Agents detail 90 1.0% 0.904 2.37 $22.83 $28.42 $59,120 3.1%
13-2098 Financial and Investment Analysts, Financial Risk Specialists, and Financial Specialists, All Other detail 320 12.1% 3.084 0.93 $29.21 $31.75 $66,030 4.9%
15-0000 Computer and Mathematical Occupations major 2,700 7.2% 26.287 0.80 $26.84 $30.07 $62,550 5.9%
15-1211 Computer Systems Analysts detail 270 12.2% 2.650 0.64 $26.28 $29.35 $61,040 6.8%
15-1212 Information Security Analysts detail 60 28.2% 0.607 0.61 $40.23 $39.59 $82,340 5.2%
15-1231 Computer Network Support Specialists detail 140 17.6% 1.360 1.03 $26.49 $30.24 $62,910 8.0%
15-1232 Computer User Support Specialists detail 730 3.6% 7.103 1.56 $18.41 $19.71 $40,990 9.4%
15-1241 Computer Network Architects detail 50 17.2% 0.514 0.45 $64.44 $55.77 $116,010 10.4%
15-1244 Network and Computer Systems Administrators detail 260 6.5% 2.505 1.03 $31.57 $32.88 $68,400 2.5%
15-1245 Database Administrators and Architects detail 90 30.5% 0.859 0.89 $28.99 $30.47 $63,370 2.1%
15-1251 Computer Programmers detail 50 12.4% 0.512 0.40 $31.24 $34.34 $71,430 4.0%
15-1256 Software Developers and Software Quality Assurance Analysts and Testers detail 390 33.9% 3.805 0.36 $34.99 $36.38 $75,670 4.5%
15-1257 Web Developers and Digital Interface Designers detail 70 23.2% 0.648 0.58 $24.95 $26.79 $55,730 4.5%
15-1299 Computer Occupations, All Other detail 310 15.6% 3.044 1.17 $25.52 $32.33 $67,240 15.7%
15-2031 Operations Research Analysts detail 150 10.6% 1.476 2.13 (8) (8) (8) (8)
15-2098 Data Scientists and Mathematical Science Occupations, All Other detail 80 21.0% 0.793 1.85 $29.36 $32.97 $68,580 9.9%
17-0000 Architecture and Engineering Occupations major 1,630 6.4% 15.832 0.88 $33.14 $35.65 $74,150 3.9%
17-1011 Architects, Except Landscape and Naval detail 40 47.9% 0.419 0.56 $34.14 $34.83 $72,440 5.8%
17-1022 Surveyors detail 80 34.9% 0.764 2.43 $24.40 $28.87 $60,060 6.0%
17-2041 Chemical Engineers detail 50 38.8% 0.440 2.38 $61.85 $61.83 $128,610 7.7%
17-2051 Civil Engineers detail 350 10.4% 3.389 1.57 $42.41 $43.46 $90,390 2.1%
17-2071 Electrical Engineers detail 70 37.4% 0.679 0.51 $48.37 $50.70 $105,450 5.3%
17-2081 Environmental Engineers detail 160 6.2% 1.585 4.39 $33.81 $34.49 $71,740 3.5%
17-2111 Health and Safety Engineers, Except Mining Safety Engineers and Inspectors detail 70 13.9% 0.682 3.99 $30.18 $34.07 $70,870 10.0%
17-2112 Industrial Engineers detail 40 26.1% 0.394 0.19 $44.34 $46.51 $96,750 4.6%
17-2141 Mechanical Engineers detail 50 33.5% 0.441 0.21 $44.44 $43.27 $90,000 10.6%
17-2171 Petroleum Engineers detail 60 21.7% 0.535 2.67 $32.95 $33.38 $69,430 7.9%
17-2199 Engineers, All Other detail 70 34.0% 0.709 0.65 $35.46 $36.02 $74,910 2.5%
17-3011 Architectural and Civil Drafters detail 100 15.2% 1.009 1.42 $29.86 $29.89 $62,170 2.7%
17-3022 Civil Engineering Technologists and Technicians detail 220 5.6% 2.119 4.38 $24.02 $25.23 $52,470 2.6%
17-3023 Electrical and Electronic Engineering Technologists and Technicians detail 50 17.4% 0.501 0.60 $34.67 $31.23 $64,960 6.7%
17-3031 Surveying and Mapping Technicians detail 60 14.8% 0.537 1.40 $21.55 $22.35 $46,490 4.1%
19-0000 Life, Physical, and Social Science Occupations major 1,310 6.9% 12.721 1.37 $26.25 $29.67 $61,720 5.3%
19-1041 Epidemiologists detail 60 4.9% 0.612 11.34 $26.19 $28.14 $58,530 4.2%
19-2031 Chemists detail 50 10.3% 0.467 0.78 $24.06 $33.40 $69,470 14.0%
19-2041 Environmental Scientists and Specialists, Including Health detail 60 21.1% 0.626 1.03 $22.69 $23.98 $49,880 8.2%
19-3031 Clinical, Counseling, and School Psychologists detail 100 24.1% 0.940 1.17 $32.52 $37.11 $77,190 9.2%
19-3039 Psychologists, All Other detail 40 0.0% 0.346 3.22 (8) (8) (8) (8)
19-3051 Urban and Regional Planners detail 60 0.9% 0.585 2.13 $25.30 $26.30 $54,700 2.7%
19-4031 Chemical Technicians detail 190 35.7% 1.876 4.11 $32.55 $33.46 $69,590 4.1%
19-4042 Environmental Science and Protection Technicians, Including Health detail 160 11.1% 1.602 7.00 $23.00 $23.13 $48,110 3.6%
19-4045 Geological and Hydrologic Technicians detail 50 26.3% 0.468 4.18 $22.28 $24.26 $50,460 10.3%
19-5011 Occupational Health and Safety Specialists detail 120 29.4% 1.132 1.64 $31.70 $31.31 $65,130 10.6%
21-0000 Community and Social Service Occupations major 2,040 4.4% 19.835 1.24 $18.40 $19.93 $41,450 2.5%
21-1012 Educational, Guidance, and Career Counselors and Advisors detail 170 14.3% 1.619 0.77 $20.25 $22.19 $46,160 5.0%
21-1015 Rehabilitation Counselors detail 120 6.5% 1.179 1.64 $18.95 $21.14 $43,980 3.2%
21-1018 Substance Abuse, Behavioral Disorder, and Mental Health Counselors detail 250 10.7% 2.385 1.13 $18.43 $20.00 $41,600 3.5%
21-1019 Counselors, All Other detail 40 47.7% 0.419 2.13 $17.82 $19.86 $41,310 14.9%
21-1021 Child, Family, and School Social Workers detail 490 1.3% 4.767 2.02 (8) (8) (8) (8)
21-1022 Healthcare Social Workers detail 130 4.4% 1.242 0.98 $25.51 $27.05 $56,260 3.2%
21-1091 Health Education Specialists detail 90 29.0% 0.860 2.06 $25.15 $27.83 $57,890 7.4%
21-1092 Probation Officers and Correctional Treatment Specialists detail 180 0.0% 1.703 2.63 $22.49 $24.18 $50,300 2.8%
21-1093 Social and Human Service Assistants detail 420 14.1% 4.077 1.42 $14.66 $15.41 $32,060 2.6%
21-1094 Community Health Workers detail 40 43.7% 0.389 0.92 $11.33 $14.94 $31,080 7.0%
21-1099 Community and Social Service Specialists, All Other detail 50 44.3% 0.529 0.84 $14.42 $15.67 $32,590 3.4%
23-0000 Legal Occupations major 1,800 6.9% 17.503 2.11 $39.36 $43.07 $89,580 4.5%
23-1011 Lawyers detail 1,070 8.7% 10.379 2.19 $48.20 $52.72 $109,660 5.5%
23-1012 Judicial Law Clerks detail (8) (8) (8) (8) $28.92 $27.85 $57,930 3.0%
23-1023 Judges, Magistrate Judges, and Magistrates detail 30 0.0% 0.329 1.60 $45.89 $44.34 $92,220 3.3%
23-2011 Paralegals and Legal Assistants detail 510 12.2% 4.983 2.08 $26.98 $28.56 $59,410 6.6%
23-2099 Legal Support Workers, All Other detail 60 2.0% 0.592 1.82 $26.86 $24.48 $50,930 6.8%
25-0000 Educational Instruction and Library Occupations major 5,130 5.1% 49.905 0.82 $20.59 $21.80 $45,340 3.6%
25-1011 Business Teachers, Postsecondary detail 50 22.9% 0.525 0.92 (4) (4) $50,140 14.5%
25-1066 Psychology Teachers, Postsecondary detail 30 17.4% 0.336 1.28 (4) (4) $60,720 19.6%
25-1081 Education Teachers, Postsecondary detail 70 11.0% 0.664 1.60 (4) (4) $43,350 14.6%
25-1123 English Language and Literature Teachers, Postsecondary detail 50 22.4% 0.442 0.95 (4) (4) $43,890 11.1%
25-1199 Postsecondary Teachers, All Other detail 50 36.5% 0.503 0.36 (4) (4) $50,940 18.3%
25-2011 Preschool Teachers, Except Special Education detail 180 33.2% 1.752 0.66 $20.89 $20.03 $41,670 7.2%
25-2021 Elementary School Teachers, Except Special Education detail (8) (8) (8) (8) (4) (4) $50,740 4.7%
25-2022 Middle School Teachers, Except Special and Career/Technical Education detail 760 34.2% 7.398 1.72 (4) (4) $53,520 3.1%
25-2031 Secondary School Teachers, Except Special and Career/Technical Education detail 620 41.8% 6.058 0.85 (4) (4) $49,240 4.9%
25-2052 Special Education Teachers, Kindergarten and Elementary School detail (8) (8) (8) (8) (4) (4) $50,540 5.8%
25-3021 Self-Enrichment Teachers detail 70 30.7% 0.723 0.45 $16.07 $17.22 $35,820 7.2%
25-3031 Substitute Teachers, Short-Term detail 700 0.0% 6.845 1.86 $17.43 $17.02 $35,410 4.9%
25-3097 Tutors and Teachers and Instructors, All Other detail 110 16.2% 1.042 0.47 (4) (4) $47,020 6.3%
25-4022 Librarians and Media Collections Specialists detail 70 16.0% 0.681 0.70 $27.79 $28.19 $58,620 7.0%
25-9031 Instructional Coordinators detail 240 3.2% 2.302 1.83 $14.60 $17.03 $35,430 2.6%
25-9045 Teaching Assistants, Except Postsecondary detail 550 29.5% 5.388 0.59 (4) (4) $28,900 3.2%
27-0000 Arts, Design, Entertainment, Sports, and Media Occupations major 1,000 8.9% 9.744 0.73 $18.28 $20.93 $43,530 3.1%
27-1023 Floral Designers detail 30 16.4% 0.339 1.28 $12.31 $12.44 $25,870 5.0%
27-1024 Graphic Designers detail 80 15.6% 0.793 0.55 $18.70 $19.18 $39,900 2.6%
27-1026 Merchandise Displayers and Window Trimmers detail 90 29.2% 0.914 0.94 $14.07 $14.71 $30,600 3.0%
27-2012 Producers and Directors detail 80 4.5% 0.734 0.85 (8) (8) (8) (8)
27-2022 Coaches and Scouts detail 110 34.8% 1.060 0.71 (4) (4) $52,250 12.0%
27-3023 News Analysts, Reporters, and Journalists detail 60 12.0% 0.578 1.93 $19.30 $25.08 $52,160 3.7%
27-3031 Public Relations Specialists detail 130 12.7% 1.303 0.74 $23.76 $25.07 $52,150 6.8%
27-3041 Editors detail 30 49.9% 0.323 0.48 $26.24 $29.01 $60,340 16.9%
27-3042 Technical Writers detail 30 7.4% 0.293 0.83 $20.66 $21.35 $44,410 3.4%
27-3091 Interpreters and Translators detail (8) (8) (8) (8) $16.96 $18.06 $37,570 13.6%
27-4011 Audio and Video Technicians detail 60 39.4% 0.546 1.22 $16.20 $18.80 $39,110 9.2%
27-4031 Camera Operators, Television, Video, and Film detail 40 25.1% 0.385 2.63 $15.00 $15.17 $31,550 5.0%
29-0000 Healthcare Practitioners and Technical Occupations major 9,370 2.9% 91.069 1.48 $28.66 $37.89 $78,810 5.5%
29-1021 Dentists, General detail (8) (8) (8) (8) $39.29 $51.08 $106,250 27.8%
29-1031 Dietitians and Nutritionists detail 40 13.7% 0.364 0.76 $29.99 $29.73 $61,840 5.5%
29-1051 Pharmacists detail 240 17.0% 2.310 1.02 $60.16 $54.57 $113,510 7.9%
29-1071 Physician Assistants detail 150 18.1% 1.495 1.66 $51.76 $52.82 $109,860 4.5%
29-1123 Physical Therapists detail 140 22.8% 1.395 0.88 $46.58 $48.01 $99,860 3.1%
29-1126 Respiratory Therapists detail 230 9.2% 2.229 2.35 $23.07 $23.86 $49,640 1.9%
29-1127 Speech-Language Pathologists detail 120 16.1% 1.142 1.07 (8) (8) (8) (8)
29-1131 Veterinarians detail 40 25.1% 0.346 0.65 $59.43 $59.18 $123,100 8.5%
29-1141 Registered Nurses detail 3,600 3.5% 34.985 1.63 $30.52 $31.15 $64,790 1.5%
29-1171 Nurse Practitioners detail 280 25.5% 2.745 1.81 $52.33 $58.13 $120,910 8.6%
29-1215 Family Medicine Physicians detail (8) (8) (8) (8) (5) $108.90 $226,520 15.1%
29-1228 Physicians, All Other; and Ophthalmologists, Except Pediatric detail 340 42.4% 3.295 1.22 (5) $129.11 $268,540 12.4%
29-1248 Surgeons, Except Ophthalmologists detail 270 42.6% 2.646 9.71 (5) $119.91 $249,410 13.6%
29-1292 Dental Hygienists detail 210 3.9% 2.059 1.47 $28.37 $29.95 $62,300 4.1%
29-2010 Clinical Laboratory Technologists and Technicians broad 280 6.9% 2.758 1.18 $23.98 $25.65 $53,340 1.9%
29-2032 Diagnostic Medical Sonographers detail 80 6.9% 0.771 1.45 $30.26 $31.10 $64,690 3.4%
29-2034 Radiologic Technologists and Technicians detail 230 15.5% 2.232 1.50 $24.25 $25.15 $52,310 2.9%
29-2040 Emergency Medical Technicians and Paramedics broad 300 29.3% 2.945 1.59 $14.42 $15.05 $31,300 4.3%
29-2052 Pharmacy Technicians detail 480 7.4% 4.713 1.58 $14.71 $15.29 $31,800 3.6%
29-2053 Psychiatric Technicians detail 160 30.8% 1.521 2.48 $11.16 $11.62 $24,170 3.1%
29-2055 Surgical Technologists detail 110 12.3% 1.037 1.34 $17.93 $18.71 $38,920 2.4%
29-2056 Veterinary Technologists and Technicians detail 30 38.2% 0.332 0.42 $15.40 $16.65 $34,630 6.0%
29-2057 Ophthalmic Medical Technicians detail (8) (8) (8) (8) $13.70 $13.49 $28,050 4.2%
29-2061 Licensed Practical and Licensed Vocational Nurses detail 720 9.2% 7.011 1.44 $18.74 $19.17 $39,880 1.7%
29-2081 Opticians, Dispensing detail 40 48.7% 0.431 0.88 $19.15 $18.58 $38,650 9.0%
29-2098 Medical Dosimetrists, Medical Records Specialists, and Health Technologists and Technicians, All Other detail 230 13.9% 2.237 0.98 $17.53 $18.40 $38,270 3.6%
29-9091 Athletic Trainers detail (8) (8) (8) (8) (4) (4) $41,030 5.0%
31-0000 Healthcare Support Occupations major 5,390 5.7% 52.407 1.13 $11.71 $12.96 $26,950 2.1%
31-1120 Home Health and Personal Care Aides broad 2,450 11.5% 23.788 1.03 $10.04 $10.43 $21,690 1.7%
31-1131 Nursing Assistants detail 1,010 7.6% 9.830 1.00 $13.32 $13.45 $27,980 1.7%
31-1133 Psychiatric Aides detail 190 24.2% 1.857 5.01 $10.46 $10.73 $22,320 2.6%
31-2021 Physical Therapist Assistants detail 90 39.2% 0.871 1.31 $29.61 $29.12 $60,560 7.2%
31-2022 Physical Therapist Aides detail 30 32.8% 0.293 0.89 $14.18 $14.70 $30,570 2.9%
31-9091 Dental Assistants detail 200 12.7% 1.912 0.85 $15.77 $16.35 $34,020 7.2%
31-9092 Medical Assistants detail 650 14.1% 6.358 1.25 $14.50 $14.86 $30,900 1.6%
31-9093 Medical Equipment Preparers detail 120 15.4% 1.153 2.82 $15.84 $16.01 $33,300 3.7%
31-9094 Medical Transcriptionists detail 40 18.3% 0.397 1.11 $16.71 $17.17 $35,700 3.4%
31-9096 Veterinary Assistants and Laboratory Animal Caretakers detail 100 8.9% 0.960 1.35 $10.32 $10.95 $22,770 5.4%
31-9097 Phlebotomists detail 320 28.8% 3.092 3.36 $15.46 $16.65 $34,640 4.4%
33-0000 Protective Service Occupations major 2,990 11.8% 29.090 1.21 $15.21 $17.53 $36,450 5.8%
33-1012 First-Line Supervisors of Police and Detectives detail 40 16.4% 0.340 0.39 $38.75 $51.20 $106,490 10.9%
33-1090 Miscellaneous First-Line Supervisors, Protective Service Workers broad 110 22.8% 1.108 1.96 $16.13 $18.66 $38,820 9.8%
33-2011 Firefighters detail 250 15.8% 2.436 1.09 $17.88 $18.15 $37,760 3.5%
33-3021 Detectives and Criminal Investigators detail 60 0.0% 0.620 0.81 $46.54 $45.54 $94,730 3.0%
33-3051 Police and Sheriff's Patrol Officers detail 580 8.8% 5.618 1.19 $22.68 $22.84 $47,500 2.3%
33-9032 Security Guards detail 1,340 23.8% 13.041 1.72 $12.37 $13.03 $27,090 4.9%
33-9091 Crossing Guards and Flaggers detail (8) (8) (8) (8) $12.35 $14.15 $29,430 10.0%
33-9093 Transportation Security Screeners detail 40 0.0% 0.369 1.10 $19.25 $18.97 $39,470 3.2%
33-9098 School Bus Monitors and Protective Service Workers, All Other detail (8) (8) (8) (8) $18.11 $18.18 $37,810 3.1%
35-0000 Food Preparation and Serving Related Occupations major 7,290 3.5% 70.927 0.88 $10.06 $11.68 $24,300 1.5%
35-1012 First-Line Supervisors of Food Preparation and Serving Workers detail 620 10.6% 6.014 0.94 $17.36 $17.94 $37,310 3.7%
35-2011 Cooks, Fast Food detail (8) (8) (8) (8) $10.70 $10.93 $22,720 2.6%
35-2012 Cooks, Institution and Cafeteria detail 630 7.5% 6.132 2.20 $13.06 $13.31 $27,690 2.2%
35-2014 Cooks, Restaurant detail 640 6.7% 6.242 0.78 $10.25 $11.25 $23,390 2.1%
35-2021 Food Preparation Workers detail 260 21.3% 2.536 0.44 $10.81 $11.40 $23,710 3.7%
35-3011 Bartenders detail 120 29.7% 1.209 0.35 $10.10 $13.07 $27,190 7.5%
35-3023 Fast Food and Counter Workers detail 3,270 5.4% 31.831 1.28 $9.69 $10.01 $20,820 1.6%
35-3031 Waiters and Waitresses detail 900 12.5% 8.703 0.62 $10.83 $12.99 $27,020 1.7%
35-9011 Dining Room and Cafeteria Attendants and Bartender Helpers detail 70 35.5% 0.679 0.25 $11.39 $12.15 $25,260 3.6%
35-9021 Dishwashers detail 110 37.1% 1.033 0.36 $10.11 $11.82 $24,600 10.3%
35-9031 Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop detail 260 31.3% 2.533 1.11 $9.91 $10.17 $21,160 3.6%
37-0000 Building and Grounds Cleaning and Maintenance Occupations major 3,100 3.7% 30.112 1.02 $11.80 $12.89 $26,810 2.1%
37-1011 First-Line Supervisors of Housekeeping and Janitorial Workers detail 190 12.1% 1.809 1.78 $17.66 $17.71 $36,840 3.4%
37-2011 Janitors and Cleaners, Except Maids and Housekeeping Cleaners detail 1,530 5.8% 14.908 1.04 $11.72 $12.71 $26,430 3.1%
37-2012 Maids and Housekeeping Cleaners detail 680 8.3% 6.570 1.15 $11.66 $12.21 $25,400 2.6%
37-2021 Pest Control Workers detail (8) (8) (8) (8) $15.74 $17.27 $35,930 6.3%
37-3011 Landscaping and Groundskeeping Workers detail 520 10.8% 5.087 0.81 $10.20 $11.30 $23,500 3.9%
37-3019 Grounds Maintenance Workers, All Other detail 40 7.4% 0.364 3.53 $14.98 $17.23 $35,850 7.0%
39-0000 Personal Care and Service Occupations major 1,360 13.8% 13.234 0.68 $11.12 $13.27 $27,600 3.4%
39-1098 First-Line Supervisors of Personal Service and Entertainment and Recreation Workers, Except Gambling Services detail 90 20.6% 0.877 0.70 $19.10 $18.62 $38,740 3.7%
39-2021 Animal Caretakers detail (8) (8) (8) (8) $12.66 $12.66 $26,340 3.0%
39-3031 Ushers, Lobby Attendants, and Ticket Takers detail 50 32.5% 0.460 0.67 $9.73 $10.08 $20,960 3.2%
39-3091 Amusement and Recreation Attendants detail 80 35.2% 0.789 0.44 $9.68 $10.56 $21,970 2.9%
39-4021 Funeral Attendants detail (8) (8) (8) (8) $10.97 $11.19 $23,280 4.8%
39-5012 Hairdressers, Hairstylists, and Cosmetologists detail 150 46.6% 1.465 0.67 $9.97 $10.91 $22,690 6.6%
39-9011 Childcare Workers detail 280 33.4% 2.751 0.77 $9.71 $11.11 $23,120 11.2%
39-9031 Exercise Trainers and Group Fitness Instructors detail 60 12.8% 0.611 0.34 $12.10 $14.79 $30,770 8.7%
39-9032 Recreation Workers detail 110 6.4% 1.107 0.47 $12.45 $14.41 $29,970 5.1%
39-9041 Residential Advisors detail 120 30.0% 1.128 1.53 $12.05 $14.88 $30,950 12.1%
41-0000 Sales and Related Occupations major 8,880 4.6% 86.391 0.92 $12.36 $17.82 $37,070 4.9%
41-1011 First-Line Supervisors of Retail Sales Workers detail 810 10.3% 7.848 1.03 $16.96 $18.96 $39,430 3.4%
41-1012 First-Line Supervisors of Non-Retail Sales Workers detail 80 31.4% 0.788 0.46 $26.00 $27.74 $57,710 4.7%
41-2011 Cashiers detail 2,190 13.1% 21.254 0.89 $10.31 $11.07 $23,020 1.5%
41-2021 Counter and Rental Clerks detail 210 20.9% 2.083 0.79 $18.25 $17.93 $37,290 5.9%
41-2022 Parts Salespersons detail 500 35.7% 4.880 2.67 $13.48 $14.79 $30,760 3.3%
41-2031 Retail Salespersons detail 3,090 8.3% 30.061 1.14 $10.78 $12.77 $26,550 3.5%
41-3011 Advertising Sales Agents detail 100 22.2% 0.950 1.20 $27.95 $30.52 $63,480 15.0%
41-3021 Insurance Sales Agents detail 450 21.4% 4.402 1.49 $20.36 $35.66 $74,160 19.4%
41-3031 Securities, Commodities, and Financial Services Sales Agents detail 110 44.2% 1.058 0.33 $24.72 $37.41 $77,810 16.0%
41-3091 Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel detail 360 21.2% 3.543 0.50 $24.31 $28.37 $59,000 11.4%
41-4011 Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products detail 110 32.4% 1.104 0.53 $51.40 $59.56 $123,890 17.5%
41-4012 Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products detail 640 11.4% 6.198 0.67 $27.80 $31.44 $65,400 5.0%
41-9022 Real Estate Sales Agents detail (8) (8) (8) (8) $23.57 $26.21 $54,510 12.0%
41-9031 Sales Engineers detail 40 34.1% 0.369 0.80 $47.28 $50.29 $104,590 12.0%
43-0000 Office and Administrative Support Occupations major 17,340 3.6% 168.583 1.26 $16.55 $18.13 $37,710 1.6%
43-1011 First-Line Supervisors of Office and Administrative Support Workers detail 1,470 7.2% 14.267 1.39 $23.92 $24.66 $51,290 2.8%
43-2011 Switchboard Operators, Including Answering Service detail 100 25.2% 0.929 2.18 $13.23 $13.47 $28,020 3.2%
43-2021 Telephone Operators detail 40 3.2% 0.350 10.53 $14.85 $15.00 $31,200 3.9%
43-3011 Bill and Account Collectors detail 350 19.6% 3.446 2.16 $17.54 $17.60 $36,600 4.1%
43-3021 Billing and Posting Clerks detail 300 27.5% 2.889 0.90 $17.71 $17.99 $37,410 2.6%
43-3031 Bookkeeping, Accounting, and Auditing Clerks detail 1,420 7.1% 13.803 1.33 $17.53 $18.17 $37,790 2.6%
43-3051 Payroll and Timekeeping Clerks detail 80 14.5% 0.784 0.81 $19.29 $19.48 $40,520 3.4%
43-3061 Procurement Clerks detail 100 13.0% 0.999 2.28 $18.88 $19.10 $39,720 2.3%
43-3071 Tellers detail 360 30.9% 3.506 1.15 $14.40 $14.46 $30,080 3.9%
43-3099 Financial Clerks, All Other detail 140 13.7% 1.360 6.21 $15.31 $15.36 $31,960 4.4%
43-4031 Court, Municipal, and License Clerks detail 220 1.4% 2.092 1.86 $18.35 $19.21 $39,960 2.2%
43-4051 Customer Service Representatives detail 2,780 11.9% 27.045 1.33 $14.92 $17.55 $36,510 5.0%
43-4061 Eligibility Interviewers, Government Programs detail 80 12.6% 0.734 0.74 $19.17 $19.60 $40,770 3.1%
43-4071 File Clerks detail 110 16.7% 1.066 1.62 $16.04 $16.36 $34,030 6.8%
43-4081 Hotel, Motel, and Resort Desk Clerks detail 120 17.9% 1.152 0.72 $10.91 $11.10 $23,090 2.7%
43-4111 Interviewers, Except Eligibility and Loan detail 320 33.7% 3.067 2.45 $14.66 $15.05 $31,300 2.4%
43-4121 Library Assistants, Clerical detail 40 13.7% 0.378 0.62 $14.39 $15.04 $31,290 4.6%
43-4131 Loan Interviewers and Clerks detail 100 17.0% 1.012 0.69 $16.53 $16.83 $35,010 3.7%
43-4141 New Accounts Clerks detail (8) (8) (8) (8) $17.43 $17.40 $36,190 3.2%
43-4161 Human Resources Assistants, Except Payroll and Timekeeping detail 150 5.1% 1.489 1.91 $17.27 $17.91 $37,250 2.9%
43-4171 Receptionists and Information Clerks detail 850 9.2% 8.241 1.18 $13.70 $13.92 $28,960 3.0%
43-4181 Reservation and Transportation Ticket Agents and Travel Clerks detail (8) (8) (8) (8) $16.46 $20.16 $41,940 6.4%
43-4199 Information and Record Clerks, All Other detail (8) (8) (8) (8) $20.80 $21.03 $43,750 4.3%
43-5021 Couriers and Messengers detail 120 8.0% 1.145 2.25 $13.36 $13.54 $28,160 3.3%
43-5031 Public Safety Telecommunicators detail 80 1.1% 0.819 1.22 $18.40 $18.14 $37,730 3.0%
43-5032 Dispatchers, Except Police, Fire, and Ambulance detail 150 33.8% 1.467 1.08 $15.73 $16.50 $34,310 4.7%
43-5041 Meter Readers, Utilities detail 40 39.1% 0.373 1.96 $28.35 $25.50 $53,040 11.6%
43-5051 Postal Service Clerks detail 100 0.0% 1.002 1.60 $22.69 $22.55 $46,910 2.2%
43-5052 Postal Service Mail Carriers detail 230 0.0% 2.227 0.93 $24.39 $25.31 $52,650 3.4%
43-5053 Postal Service Mail Sorters, Processors, and Processing Machine Operators detail 430 0.0% 4.200 5.54 $21.28 $22.76 $47,340 (8)
43-5061 Production, Planning, and Expediting Clerks detail 90 17.5% 0.844 0.32 $25.01 $24.01 $49,940 3.9%
43-5071 Shipping, Receiving, and Inventory Clerks detail 310 18.6% 3.043 0.58 $14.55 $15.80 $32,860 3.5%
43-6011 Executive Secretaries and Executive Administrative Assistants detail 240 10.1% 2.355 0.65 $24.53 $25.92 $53,910 2.3%
43-6012 Legal Secretaries and Administrative Assistants detail 400 28.0% 3.910 3.38 $20.85 $20.68 $43,010 5.7%
43-6013 Medical Secretaries and Administrative Assistants detail 200 18.8% 1.971 0.46 $18.05 $18.35 $38,160 3.6%
43-6014 Secretaries and Administrative Assistants, Except Legal, Medical, and Executive detail 1,730 5.8% 16.779 1.26 $18.76 $19.36 $40,280 4.4%
43-9021 Data Entry Keyers detail 180 8.1% 1.720 1.58 $13.58 $13.76 $28,620 3.0%
43-9041 Insurance Claims and Policy Processing Clerks detail 340 13.7% 3.304 1.91 $17.57 $17.50 $36,400 3.6%
43-9051 Mail Clerks and Mail Machine Operators, Except Postal Service detail 90 17.2% 0.879 1.54 $13.27 $13.96 $29,040 6.6%
43-9061 Office Clerks, General detail 2,920 4.8% 28.389 1.42 $14.60 $15.19 $31,600 1.9%
43-9071 Office Machine Operators, Except Computer detail 40 26.6% 0.340 1.16 $15.19 $15.21 $31,640 3.7%
45-0000 Farming, Fishing, and Forestry Occupations major 50 14.6% 0.447 0.13 $15.85 $16.31 $33,920 7.0%
47-0000 Construction and Extraction Occupations major 4,970 6.2% 48.299 1.13 $22.04 $23.46 $48,810 2.6%
47-1011 First-Line Supervisors of Construction Trades and Extraction Workers detail 580 14.7% 5.633 1.28 $29.93 $31.84 $66,230 4.1%
47-2021 Brickmasons and Blockmasons detail (8) (8) (8) (8) $9.15 $11.26 $23,420 21.9%
47-2031 Carpenters detail 350 17.3% 3.379 0.67 $21.37 $20.89 $43,460 9.1%
47-2061 Construction Laborers detail 800 17.9% 7.749 1.11 $15.08 $16.82 $34,980 4.6%
47-2073 Operating Engineers and Other Construction Equipment Operators detail 840 14.6% 8.160 2.82 $19.82 $21.78 $45,300 5.9%
47-2111 Electricians detail 530 14.0% 5.126 1.09 $27.43 $27.49 $57,180 3.7%
47-2141 Painters, Construction and Maintenance detail 100 24.4% 0.998 0.64 $16.44 $17.50 $36,410 19.3%
47-2152 Plumbers, Pipefitters, and Steamfitters detail 170 19.8% 1.622 0.54 $23.64 $24.51 $50,970 5.3%
47-2181 Roofers detail 80 33.9% 0.743 0.80 $25.36 $23.83 $49,570 8.3%
47-4011 Construction and Building Inspectors detail 100 10.4% 0.976 1.19 $25.97 $26.42 $54,960 2.1%
47-4021 Elevator and Escalator Installers and Repairers detail 70 20.2% 0.659 3.71 $42.60 $36.32 $75,540 15.5%
47-4051 Highway Maintenance Workers detail 170 16.6% 1.644 1.53 $18.87 $18.08 $37,610 5.6%
47-5013 Service Unit Operators, Oil and Gas detail 40 3.3% 0.407 1.29 $18.58 $20.36 $42,360 2.5%
47-5071 Roustabouts, Oil and Gas detail 40 36.7% 0.420 1.31 $27.04 $24.63 $51,220 24.3%
47-5097 Earth Drillers, Except Oil and Gas; and Explosives Workers, Ordnance Handling Experts, and Blasters detail 80 37.3% 0.783 4.83 $20.46 $20.32 $42,270 8.6%
49-0000 Installation, Maintenance, and Repair Occupations major 4,810 5.9% 46.748 1.19 $19.64 $21.82 $45,380 2.1%
49-1011 First-Line Supervisors of Mechanics, Installers, and Repairers detail 450 14.1% 4.330 1.27 $33.07 $33.12 $68,880 4.6%
49-2011 Computer, Automated Teller, and Office Machine Repairers detail 50 32.6% 0.475 0.72 $21.37 $20.30 $42,220 10.0%
49-2022 Telecommunications Equipment Installers and Repairers, Except Line Installers detail 60 27.3% 0.585 0.43 $32.33 $29.21 $60,750 6.5%
49-3021 Automotive Body and Related Repairers detail 70 15.9% 0.724 0.73 $18.23 $18.71 $38,920 5.5%
49-3023 Automotive Service Technicians and Mechanics detail 630 15.3% 6.088 1.37 $15.80 $17.26 $35,900 3.9%
49-3031 Bus and Truck Mechanics and Diesel Engine Specialists detail 200 21.3% 1.927 1.06 $18.54 $19.03 $39,580 3.6%
49-3042 Mobile Heavy Equipment Mechanics, Except Engines detail 260 25.5% 2.485 2.34 $22.64 $23.16 $48,180 3.9%
49-3053 Outdoor Power Equipment and Other Small Engine Mechanics detail (8) (8) (8) (8) $14.22 $15.06 $31,320 5.3%
49-3093 Tire Repairers and Changers detail 60 27.9% 0.590 0.83 $11.79 $13.62 $28,330 11.9%
49-9012 Control and Valve Installers and Repairers, Except Mechanical Door detail 140 24.8% 1.321 3.63 $31.66 $30.63 $63,700 4.1%
49-9021 Heating, Air Conditioning, and Refrigeration Mechanics and Installers detail 290 21.0% 2.777 1.12 $23.09 $23.69 $49,270 4.0%
49-9041 Industrial Machinery Mechanics detail 380 17.1% 3.663 1.32 $25.06 $26.03 $54,140 3.9%
49-9043 Maintenance Workers, Machinery detail (8) (8) (8) (8) $21.83 $21.70 $45,140 3.2%
49-9052 Telecommunications Line Installers and Repairers detail 90 48.5% 0.828 0.94 $34.99 $32.32 $67,220 6.4%
49-9062 Medical Equipment Repairers detail (8) (8) (8) (8) $14.30 $15.67 $32,600 14.8%
49-9071 Maintenance and Repair Workers, General detail 1,310 9.9% 12.748 1.31 $16.77 $18.52 $38,520 2.7%
49-9091 Coin, Vending, and Amusement Machine Servicers and Repairers detail 100 41.2% 0.971 5.39 $17.94 $18.04 $37,520 3.7%
49-9098 Helpers--Installation, Maintenance, and Repair Workers detail 70 32.8% 0.684 1.04 $13.44 $15.27 $31,770 5.0%
51-0000 Production Occupations major 3,420 13.2% 33.212 0.54 $18.80 $21.96 $45,670 4.4%
51-1011 First-Line Supervisors of Production and Operating Workers detail 320 23.8% 3.127 0.73 $31.03 $36.25 $75,400 3.5%
51-3011 Bakers detail 70 43.7% 0.672 0.55 $14.97 $15.32 $31,870 3.5%
51-3021 Butchers and Meat Cutters detail 110 29.5% 1.037 1.01 $16.05 $15.31 $31,850 3.1%
51-4031 Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic detail 30 47.2% 0.300 0.23 $12.53 $12.46 $25,910 16.4%
51-4041 Machinists detail 100 24.6% 0.937 0.36 $23.24 $24.88 $51,750 5.5%
51-4121 Welders, Cutters, Solderers, and Brazers detail 200 18.1% 1.969 0.69 $26.33 $27.78 $57,780 7.0%
51-5112 Printing Press Operators detail 50 45.9% 0.506 0.44 $18.47 $18.43 $38,330 4.5%
51-6011 Laundry and Dry-Cleaning Workers detail 150 27.2% 1.444 1.12 $11.55 $12.03 $25,010 2.5%
51-6031 Sewing Machine Operators detail (8) (8) (8) (8) $10.73 $11.13 $23,150 5.9%
51-8031 Water and Wastewater Treatment Plant and System Operators detail 200 25.2% 1.960 2.28 $16.39 $16.44 $34,200 4.1%
51-8091 Chemical Plant and System Operators detail 140 47.3% 1.381 6.46 $37.37 $36.94 $76,830 4.8%
51-9011 Chemical Equipment Operators and Tenders detail 140 27.7% 1.324 1.98 $30.58 $30.32 $63,070 7.4%
51-9061 Inspectors, Testers, Sorters, Samplers, and Weighers detail 390 10.2% 3.799 0.96 $20.46 $22.04 $45,840 7.8%
51-9111 Packaging and Filling Machine Operators and Tenders detail 90 32.2% 0.871 0.33 $15.71 $16.39 $34,100 10.0%
51-9124 Coating, Painting, and Spraying Machine Setters, Operators, and Tenders detail 50 48.4% 0.452 0.46 $22.48 $22.05 $45,870 6.1%
51-9198 Helpers--Production Workers detail 60 25.3% 0.552 0.32 $12.97 $13.59 $28,260 5.0%
53-0000 Transportation and Material Moving Occupations major 6,670 5.5% 64.843 0.74 $15.66 $18.60 $38,680 3.9%
53-1047 First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors detail 420 9.7% 4.070 1.19 $25.70 $26.71 $55,550 2.8%
53-3031 Driver/Sales Workers detail 240 21.6% 2.336 0.77 $11.77 $15.27 $31,760 8.3%
53-3032 Heavy and Tractor-Trailer Truck Drivers detail 1,310 13.3% 12.689 0.98 $21.99 $25.57 $53,180 5.9%
53-3033 Light Truck Drivers detail 710 11.5% 6.946 1.04 $14.20 $19.25 $40,040 14.0%
53-3052 Bus Drivers, Transit and Intercity detail 100 30.2% 0.951 0.81 $21.98 $21.09 $43,860 6.6%
53-3058 Passenger Vehicle Drivers, Except Bus Drivers, Transit and Intercity detail 370 15.2% 3.590 0.83 $13.27 $13.62 $28,320 4.4%
53-6021 Parking Attendants detail 70 49.7% 0.697 0.78 $10.03 $12.22 $25,420 5.1%
53-6031 Automotive and Watercraft Service Attendants detail 60 47.2% 0.583 0.72 $11.14 $11.81 $24,560 3.5%
53-6051 Transportation Inspectors detail 60 14.7% 0.537 2.73 $28.65 $31.60 $65,730 3.7%
53-7021 Crane and Tower Operators detail (8) (8) (8) (8) $23.01 $23.48 $48,830 4.3%
53-7051 Industrial Truck and Tractor Operators detail 180 43.6% 1.739 0.38 $16.21 $17.14 $35,650 4.0%
53-7061 Cleaners of Vehicles and Equipment detail 200 20.0% 1.974 0.80 $11.13 $11.95 $24,850 3.0%
53-7062 Laborers and Freight, Stock, and Material Movers, Hand detail 1,310 10.9% 12.778 0.63 $13.67 $15.03 $31,260 3.2%
53-7064 Packers and Packagers, Hand detail 60 35.8% 0.552 0.13 $9.71 $10.09 $20,990 3.1%
53-7065 Stockers and Order Fillers detail 1,030 12.4% 9.989 0.63 $11.96 $13.01 $27,050 2.4%
53-7071 Gas Compressor and Gas Pumping Station Operators detail 40 45.5% 0.369 13.48 $33.75 $32.27 $67,120 4.4%
53-7073 Wellhead Pumpers detail 60 18.1% 0.614 7.08 $26.03 $24.97 $51,940 3.8%
53-7081 Refuse and Recyclable Material Collectors detail 100 15.2% 0.939 1.08 $14.08 $14.35 $29,850 3.0%
53-7121 Tank Car, Truck, and Ship Loaders detail (8) (8) (8) (8) $18.29 $18.72 $38,940 5.3%


About May 2020 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.

(5) This wage is equal to or greater than $100.00 per hour or $208,000 per year.

(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.







West Virginia's metropolitan and nonmetropolitan area estimates:

May 2020 National Occupational Employment and Wage Estimates

May 2020 State Occupational Employment and Wage Estimates

May 2020 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates

May 2020 National Industry-Specific Occupational Employment and Wage Estimates

May 2020 Occupation Profiles

Technical notes

 

Last Modified Date: March 31, 2021