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Occupational Employment and Wage Statistics
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OEWS OEWS Program Links

May 2021 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates

Waterloo-Cedar Falls, IA



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 Waterloo-Cedar Falls, IA, a metropolitan statistical area in Iowa.

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 Waterloo-Cedar Falls, IA (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 83,890 0.0% 1000.000 1.00 $18.30 $24.46 $50,880 0.5%
11-0000 Management Occupations major 5,200 1.0% 62.033 0.98 $43.75 $47.81 $99,450 0.9%
11-1011 Chief Executives detail 90 21.5% 1.122 0.79 $77.25 $86.32 $179,540 6.3%
11-1021 General and Operations Managers detail 1,700 2.4% 20.321 0.96 $35.80 $40.98 $85,240 1.3%
11-1031 Legislators detail 50 21.5% 0.645 2.04 (4) (4) $48,190 8.4%
11-2021 Marketing Managers detail 160 4.1% 1.940 0.98 $61.17 $66.26 $137,810 2.2%
11-2022 Sales Managers detail 110 6.0% 1.361 0.42 $47.90 $56.37 $117,260 4.9%
11-3012 Administrative Services Managers detail 50 8.4% 0.583 0.37 $47.75 $53.12 $110,490 1.8%
11-3013 Facilities Managers detail 70 13.4% 0.838 1.17 $37.70 $42.57 $88,540 2.0%
11-3021 Computer and Information Systems Managers detail 130 7.9% 1.588 0.46 $57.70 $57.24 $119,050 1.3%
11-3031 Financial Managers detail 450 4.6% 5.348 1.11 $47.53 $55.10 $114,610 2.0%
11-3051 Industrial Production Managers detail 240 2.5% 2.828 2.07 $49.98 $57.49 $119,580 1.3%
11-3061 Purchasing Managers detail 40 6.1% 0.439 0.89 $48.98 $50.85 $105,760 2.3%
11-3071 Transportation, Storage, and Distribution Managers detail 200 3.8% 2.382 2.32 $39.58 $46.51 $96,740 0.8%
11-3121 Human Resources Managers detail 60 11.1% 0.695 0.59 $49.32 $56.71 $117,960 2.1%
11-3131 Training and Development Managers detail 30 4.5% 0.387 1.52 $37.04 $43.42 $90,320 1.3%
11-9021 Construction Managers detail 90 8.7% 1.100 0.54 $45.44 $43.46 $90,390 2.6%
11-9031 Education and Childcare Administrators, Preschool and Daycare detail 70 12.5% 0.831 2.07 $17.75 $22.10 $45,980 7.0%
11-9032 Education Administrators, Kindergarten through Secondary detail 150 12.9% 1.810 0.93 (4) (4) $111,110 1.9%
11-9033 Education Administrators, Postsecondary detail 240 1.0% 2.887 2.61 $45.51 $48.45 $100,780 0.5%
11-9041 Architectural and Engineering Managers detail 340 2.0% 4.070 3.06 $61.52 $69.65 $144,870 0.5%
11-9051 Food Service Managers detail 80 18.6% 1.005 0.67 $23.57 $27.28 $56,730 4.3%
11-9111 Medical and Health Services Managers detail 320 6.6% 3.757 1.21 $37.75 $48.61 $101,100 4.1%
11-9141 Property, Real Estate, and Community Association Managers detail 120 16.0% 1.427 0.86 $22.66 $25.57 $53,190 3.1%
11-9151 Social and Community Service Managers detail 120 8.6% 1.487 1.34 $28.23 $28.82 $59,940 2.2%
11-9199 Managers, All Other detail 80 18.0% 0.989 0.28 $47.61 $50.92 $105,920 4.5%
13-0000 Business and Financial Operations Occupations major 3,570 1.4% 42.533 0.66 $29.60 $33.62 $69,930 1.0%
13-1020 Buyers and Purchasing Agents broad 200 8.6% 2.353 0.76 $27.85 $29.00 $60,310 1.7%
13-1031 Claims Adjusters, Examiners, and Investigators detail 60 13.4% 0.695 0.35 $28.93 $30.13 $62,670 4.0%
13-1041 Compliance Officers detail 110 5.0% 1.342 0.57 $29.82 $30.39 $63,220 2.4%
13-1051 Cost Estimators detail 150 11.8% 1.805 1.22 $30.26 $35.12 $73,040 3.9%
13-1071 Human Resources Specialists detail 300 8.0% 3.524 0.67 $27.10 $28.77 $59,840 1.7%
13-1075 Labor Relations Specialists detail 60 10.2% 0.740 1.63 $36.68 $39.83 $82,850 8.4%
13-1081 Logisticians detail 250 2.6% 2.946 2.19 $37.03 $38.61 $80,300 0.9%
13-1082 Project Management Specialists detail 130 7.5% 1.550 0.29 $38.61 $44.39 $92,340 2.9%
13-1111 Management Analysts detail 200 5.6% 2.425 0.44 $37.05 $38.18 $79,410 1.9%
13-1131 Fundraisers detail 40 15.7% 0.427 0.73 $22.84 $26.76 $55,650 3.4%
13-1141 Compensation, Benefits, and Job Analysis Specialists detail 40 9.1% 0.427 0.69 $28.48 $30.80 $64,070 2.3%
13-1151 Training and Development Specialists detail 250 4.2% 3.008 1.26 $22.91 $25.89 $53,850 2.1%
13-1161 Market Research Analysts and Marketing Specialists detail 320 4.3% 3.766 0.73 $28.92 $32.43 $67,460 2.9%
13-1199 Business Operations Specialists, All Other detail 300 20.2% 3.533 0.48 $28.91 $30.29 $63,000 3.1%
13-2011 Accountants and Auditors detail 480 3.0% 5.754 0.61 $30.09 $35.36 $73,550 1.9%
13-2020 Property Appraisers and Assessors broad 50 12.3% 0.542 1.31 $37.95 $44.11 $91,740 8.0%
13-2051 Financial and Investment Analysts detail 50 17.5% 0.560 0.27 $35.87 $36.73 $76,390 9.2%
13-2052 Personal Financial Advisors detail 90 12.2% 1.056 0.57 $38.64 $50.42 $104,870 5.1%
13-2061 Financial Examiners detail 30 33.9% 0.381 0.88 $37.56 $35.43 $73,700 6.5%
13-2072 Loan Officers detail 220 6.7% 2.577 1.07 $29.79 $35.25 $73,320 4.3%
13-2099 Financial Specialists, All Other detail 90 7.2% 1.121 1.28 $29.35 $29.46 $61,270 2.0%
15-0000 Computer and Mathematical Occupations major 1,330 3.3% 15.848 0.48 $37.35 $38.01 $79,070 2.2%
15-1211 Computer Systems Analysts detail 140 7.7% 1.703 0.48 $38.38 $41.01 $85,290 2.8%
15-1231 Computer Network Support Specialists detail 50 13.0% 0.554 0.44 $29.72 $30.14 $62,690 2.7%
15-1232 Computer User Support Specialists detail 250 6.6% 2.924 0.63 $27.85 $26.79 $55,730 1.5%
15-1244 Network and Computer Systems Administrators detail 130 6.1% 1.568 0.70 $36.02 $35.07 $72,940 2.6%
15-1251 Computer Programmers detail 50 26.6% 0.621 0.57 $37.26 $40.70 $84,660 5.2%
15-1252 Software Developers detail 360 11.3% 4.241 0.44 $46.64 $44.74 $93,060 2.9%
15-1253 Software Quality Assurance Analysts and Testers detail 50 10.5% 0.573 0.42 $45.84 $43.72 $90,930 6.5%
15-1254 Web Developers detail 50 19.6% 0.561 0.93 $35.83 $34.62 $72,000 8.5%
15-1255 Web and Digital Interface Designers detail 70 27.2% 0.839 1.44 $28.76 $35.05 $72,890 5.7%
15-2051 Data Scientists detail 70 5.6% 0.789 1.05 $38.39 $41.89 $87,140 3.2%
17-0000 Architecture and Engineering Occupations major 3,200 0.9% 38.184 2.21 $45.96 $42.25 $87,890 0.4%
17-1011 Architects, Except Landscape and Naval detail 50 6.3% 0.584 0.82 $37.40 $42.27 $87,920 2.7%
17-2051 Civil Engineers detail 80 6.9% 0.918 0.42 $36.10 $38.14 $79,340 2.8%
17-2071 Electrical Engineers detail 50 7.9% 0.598 0.45 $37.34 $41.45 $86,220 3.6%
17-2072 Electronics Engineers, Except Computer detail 60 3.1% 0.732 0.96 $44.23 $44.65 $92,880 0.7%
17-2112 Industrial Engineers detail 920 1.0% 11.026 5.28 $38.34 $43.11 $89,670 0.5%
17-2131 Materials Engineers detail 30 1.3% 0.401 2.62 $47.62 $43.56 $90,600 0.5%
17-2141 Mechanical Engineers detail 1,380 1.8% 16.393 8.30 $47.61 $47.61 $99,030 0.4%
17-3011 Architectural and Civil Drafters detail 50 11.9% 0.609 0.85 $23.54 $24.87 $51,720 2.4%
17-3013 Mechanical Drafters detail 50 8.8% 0.598 1.77 $36.31 $34.09 $70,920 2.0%
17-3022 Civil Engineering Technologists and Technicians detail 50 11.2% 0.620 1.36 $28.87 $29.71 $61,790 2.7%
17-3023 Electrical and Electronic Engineering Technologists and Technicians detail 30 13.2% 0.379 0.53 $31.99 $30.88 $64,230 2.5%
17-3026 Industrial Engineering Technologists and Technicians detail 150 2.4% 1.770 4.02 $23.21 $23.76 $49,420 1.1%
17-3027 Mechanical Engineering Technologists and Technicians detail 80 5.2% 0.919 3.22 $22.66 $23.43 $48,730 1.9%
17-3029 Engineering Technologists and Technicians, Except Drafters, All Other detail 40 14.7% 0.436 0.84 $33.97 $34.19 $71,120 6.4%
17-3031 Surveying and Mapping Technicians detail 40 41.9% 0.428 1.08 $22.31 $23.45 $48,770 11.2%
19-0000 Life, Physical, and Social Science Occupations major 320 7.5% 3.784 0.42 $28.48 $29.47 $61,300 2.5%
19-1031 Conservation Scientists detail 40 4.7% 0.434 2.71 $26.54 $27.06 $56,270 0.7%
19-5011 Occupational Health and Safety Specialists detail 50 15.0% 0.583 0.77 $38.30 $38.89 $80,890 5.7%
21-0000 Community and Social Service Occupations major 1,120 7.1% 13.393 0.84 $21.64 $22.63 $47,060 3.8%
21-1012 Educational, Guidance, and Career Counselors and Advisors detail 250 23.0% 3.033 1.44 $22.94 $23.97 $49,860 9.5%
21-1015 Rehabilitation Counselors detail 50 20.6% 0.643 1.00 $17.48 $20.42 $42,470 6.2%
21-1018 Substance Abuse, Behavioral Disorder, and Mental Health Counselors detail 130 13.3% 1.603 0.73 $23.40 $25.62 $53,280 5.3%
21-1019 Counselors, All Other detail 30 5.1% 0.412 1.97 $14.65 $16.25 $33,790 1.1%
21-1021 Child, Family, and School Social Workers detail 100 14.8% 1.240 0.51 $21.83 $23.41 $48,680 3.5%
21-1022 Healthcare Social Workers detail 80 13.3% 0.916 0.74 $28.70 $27.26 $56,710 2.4%
21-1023 Mental Health and Substance Abuse Social Workers detail 40 20.5% 0.520 0.64 $23.27 $22.92 $47,670 5.9%
21-1093 Social and Human Service Assistants detail 260 14.9% 3.152 1.11 $14.74 $17.31 $35,990 7.3%
21-1094 Community Health Workers detail 50 10.8% 0.551 1.27 $22.40 $22.26 $46,300 2.2%
23-0000 Legal Occupations major 390 3.3% 4.593 0.55 $28.67 $37.65 $78,310 4.5%
23-1011 Lawyers detail 170 6.3% 2.000 0.41 $46.78 $53.46 $111,190 3.1%
23-2011 Paralegals and Legal Assistants detail 120 11.0% 1.394 0.58 $22.33 $21.92 $45,590 4.3%
23-2093 Title Examiners, Abstractors, and Searchers detail 30 24.6% 0.365 1.01 $17.45 $19.03 $39,580 6.5%
23-2099 Legal Support Workers, All Other detail 40 2.3% 0.501 1.53 $24.16 $24.23 $50,390 1.2%
25-0000 Educational Instruction and Library Occupations major 6,230 1.2% 74.233 1.28 $23.67 $26.28 $54,670 1.2%
25-1011 Business Teachers, Postsecondary detail 80 1.7% 0.966 1.71 (4) (4) $100,090 1.3%
25-1021 Computer Science Teachers, Postsecondary detail 40 1.7% 0.452 1.69 (4) (4) $98,590 0.5%
25-1022 Mathematical Science Teachers, Postsecondary detail 40 3.7% 0.511 1.63 (4) (4) $76,490 1.3%
25-1042 Biological Science Teachers, Postsecondary detail 50 3.6% 0.575 1.70 (4) (4) $94,120 0.7%
25-1072 Nursing Instructors and Teachers, Postsecondary detail 30 3.2% 0.387 0.80 (4) (4) $76,680 2.6%
25-1081 Education Teachers, Postsecondary detail 160 4.5% 1.929 4.62 (4) (4) $73,160 2.8%
25-1121 Art, Drama, and Music Teachers, Postsecondary detail 120 1.7% 1.376 2.05 (4) (4) $71,200 0.7%
25-1122 Communications Teachers, Postsecondary detail 40 3.5% 0.453 2.34 (4) (4) $72,000 0.9%
25-1124 Foreign Language and Literature Teachers, Postsecondary detail 50 3.3% 0.634 4.55 (4) (4) $75,870 1.6%
25-1125 History Teachers, Postsecondary detail 30 1.1% 0.360 2.73 (4) (4) $75,660 1.1%
25-1194 Career/Technical Education Teachers, Postsecondary detail 60 5.4% 0.678 0.91 $30.11 $29.27 $60,880 1.9%
25-1199 Postsecondary Teachers, All Other detail 590 0.5% 7.080 5.01 (4) (4) $74,090 0.5%
25-2011 Preschool Teachers, Except Special Education detail 330 7.4% 3.980 1.43 $13.53 $14.63 $30,440 2.8%
25-2012 Kindergarten Teachers, Except Special Education detail 50 15.6% 0.596 0.70 (4) (4) $53,700 3.5%
25-2021 Elementary School Teachers, Except Special Education detail 820 17.2% 9.743 1.03 (4) (4) $57,250 3.1%
25-2022 Middle School Teachers, Except Special and Career/Technical Education detail 450 19.9% 5.376 1.28 (4) (4) $59,360 1.6%
25-2031 Secondary School Teachers, Except Special and Career/Technical Education detail 660 15.7% 7.898 1.09 (4) (4) $65,020 4.5%
25-2052 Special Education Teachers, Kindergarten and Elementary School detail 120 20.2% 1.383 1.04 (4) (4) $62,090 6.2%
25-2057 Special Education Teachers, Middle School detail 80 23.7% 0.973 1.73 (4) (4) $60,290 2.1%
25-2058 Special Education Teachers, Secondary School detail 130 24.4% 1.503 1.45 (4) (4) $69,710 4.7%
25-3031 Substitute Teachers, Short-Term detail 200 18.4% 2.372 0.89 $16.88 $16.34 $33,990 7.9%
25-4022 Librarians and Media Collections Specialists detail 80 7.3% 0.963 1.06 $28.87 $27.05 $56,260 4.9%
25-4031 Library Technicians detail 50 6.1% 0.654 1.26 $22.16 $21.41 $44,530 2.7%
25-9031 Instructional Coordinators detail 140 6.5% 1.637 1.25 $36.87 $33.57 $69,830 1.7%
25-9045 Teaching Assistants, Except Postsecondary detail 1,180 6.1% 14.046 1.67 (4) (4) $27,470 1.6%
27-0000 Arts, Design, Entertainment, Sports, and Media Occupations major 950 3.2% 11.295 0.88 $18.08 $20.77 $43,210 1.6%
27-1021 Commercial and Industrial Designers detail 50 8.6% 0.559 2.82 $37.03 $35.16 $73,140 3.6%
27-1024 Graphic Designers detail 120 6.0% 1.453 1.00 $18.46 $19.61 $40,790 2.3%
27-1026 Merchandise Displayers and Window Trimmers detail 90 16.3% 1.038 0.92 $13.89 $14.81 $30,800 3.0%
27-2012 Producers and Directors detail 30 6.3% 0.383 0.39 $22.66 $22.02 $45,810 2.8%
27-2022 Coaches and Scouts detail 270 9.3% 3.204 2.33 (4) (4) $35,750 5.0%
27-3031 Public Relations Specialists detail 90 10.5% 1.029 0.60 $23.68 $27.18 $56,530 6.1%
27-3091 Interpreters and Translators detail 30 21.0% 0.370 1.00 $18.06 $17.99 $37,410 15.2%
29-0000 Healthcare Practitioners and Technical Occupations major 5,200 1.3% 62.012 0.99 $29.11 $40.86 $84,990 2.3%
29-1011 Chiropractors detail 40 21.9% 0.525 2.06 $36.65 $39.42 $81,990 10.8%
29-1021 Dentists, General detail 50 24.3% 0.570 0.74 $76.44 $84.98 $176,760 6.5%
29-1031 Dietitians and Nutritionists detail 40 10.3% 0.466 0.98 $29.50 $29.43 $61,220 2.1%
29-1051 Pharmacists detail 160 3.4% 1.911 0.86 $61.58 $59.13 $122,990 0.8%
29-1071 Physician Assistants detail 50 28.2% 0.540 0.57 $61.63 $60.71 $126,280 5.0%
29-1122 Occupational Therapists detail 60 13.0% 0.720 0.79 $37.68 $39.43 $82,010 1.9%
29-1123 Physical Therapists detail 170 8.6% 1.968 1.23 $37.10 $39.30 $81,740 2.1%
29-1126 Respiratory Therapists detail 70 9.5% 0.837 0.88 $28.54 $26.76 $55,660 0.7%
29-1127 Speech-Language Pathologists detail 100 7.7% 1.250 1.19 $29.98 $33.40 $69,460 1.8%
29-1131 Veterinarians detail 70 11.3% 0.836 1.52 $48.01 $47.57 $98,940 4.1%
29-1141 Registered Nurses detail 1,770 2.9% 21.144 0.98 $29.22 $30.51 $63,450 0.5%
29-1171 Nurse Practitioners detail 220 12.8% 2.564 1.54 $60.81 $60.13 $125,060 2.8%
29-1215 Family Medicine Physicians detail 150 22.2% 1.826 2.50 (5) $133.11 $276,880 10.1%
29-1229 Physicians, All Other detail 70 17.5% 0.850 0.47 (5) $149.02 $309,960 6.9%
29-1292 Dental Hygienists detail 130 12.0% 1.508 1.03 $37.01 $36.00 $74,890 1.1%
29-2010 Clinical Laboratory Technologists and Technicians broad 180 5.8% 2.111 0.93 $22.62 $23.51 $48,890 0.8%
29-2031 Cardiovascular Technologists and Technicians detail 40 43.1% 0.435 1.10 $28.90 $29.44 $61,240 3.5%
29-2032 Diagnostic Medical Sonographers detail 50 28.9% 0.571 1.02 $37.03 $35.34 $73,510 1.5%
29-2034 Radiologic Technologists and Technicians detail 170 11.9% 1.994 1.30 $27.92 $26.24 $54,570 1.0%
29-2042 Emergency Medical Technicians detail 50 8.1% 0.589 0.51 $17.38 $16.10 $33,490 3.0%
29-2043 Paramedics detail 60 6.2% 0.755 1.10 $22.60 $22.79 $47,410 1.4%
29-2052 Pharmacy Technicians detail 260 4.3% 3.078 0.99 $17.51 $16.89 $35,140 0.6%
29-2055 Surgical Technologists detail 40 8.3% 0.432 0.56 $18.75 $20.19 $41,990 1.6%
29-2056 Veterinary Technologists and Technicians detail 90 14.3% 1.061 1.26 $14.25 $15.92 $33,110 2.7%
29-2057 Ophthalmic Medical Technicians detail 80 41.9% 0.939 2.01 $18.03 $19.82 $41,220 10.0%
29-2061 Licensed Practical and Licensed Vocational Nurses detail 430 4.1% 5.102 1.12 $22.49 $22.15 $46,070 0.7%
29-2072 Medical Records Specialists detail 80 14.4% 0.976 0.76 $18.20 $19.93 $41,440 2.2%
29-2081 Opticians, Dispensing detail 40 14.1% 0.494 0.95 $17.67 $17.61 $36,630 2.4%
29-2099 Health Technologists and Technicians, All Other detail 60 13.8% 0.671 0.67 $18.13 $21.71 $45,170 3.2%
31-0000 Healthcare Support Occupations major 3,790 1.5% 45.223 0.96 $14.28 $15.59 $32,420 0.9%
31-1120 Home Health and Personal Care Aides broad 1,500 3.1% 17.915 0.75 $13.89 $13.84 $28,780 1.6%
31-1131 Nursing Assistants detail 1,320 2.6% 15.739 1.69 $14.32 $15.58 $32,410 0.6%
31-2011 Occupational Therapy Assistants detail 30 9.1% 0.402 1.35 $23.48 $26.60 $55,320 2.7%
31-2021 Physical Therapist Assistants detail 70 11.9% 0.786 1.18 $23.19 $25.96 $53,990 4.8%
31-2022 Physical Therapist Aides detail 40 16.8% 0.519 1.72 $10.85 $12.33 $25,650 3.8%
31-9011 Massage Therapists detail 50 16.1% 0.560 0.97 $18.12 $20.30 $42,210 4.8%
31-9091 Dental Assistants detail 170 8.3% 2.022 0.82 $22.30 $20.63 $42,910 2.6%
31-9092 Medical Assistants detail 270 8.2% 3.222 0.62 $17.83 $18.04 $37,530 1.7%
31-9093 Medical Equipment Preparers detail 40 19.5% 0.502 1.16 $14.47 $15.29 $31,810 4.8%
31-9094 Medical Transcriptionists detail 50 12.4% 0.548 1.38 $14.00 $15.80 $32,870 5.1%
31-9097 Phlebotomists detail 90 12.7% 1.038 1.10 $14.42 $16.00 $33,280 2.4%
31-9099 Healthcare Support Workers, All Other detail 40 13.4% 0.420 0.55 $14.47 $16.35 $34,010 1.7%
33-0000 Protective Service Occupations major 1,080 5.0% 12.869 0.54 $22.40 $23.75 $49,400 1.7%
33-1012 First-Line Supervisors of Police and Detectives detail 70 7.3% 0.854 0.94 $39.12 $41.53 $86,370 1.5%
33-2011 Firefighters detail 80 32.3% 0.898 0.40 $19.29 $19.02 $39,560 11.3%
33-3012 Correctional Officers and Jailers detail 130 29.3% 1.566 0.56 $22.29 $21.00 $43,670 6.9%
33-3051 Police and Sheriff's Patrol Officers detail 270 5.5% 3.277 0.69 $31.06 $32.30 $67,180 1.3%
33-9032 Security Guards detail 270 3.3% 3.267 0.44 $15.13 $18.06 $37,560 3.6%
33-9092 Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers detail 80 12.8% 1.000 1.23 $8.97 $9.43 $19,620 0.9%
35-0000 Food Preparation and Serving Related Occupations major 6,630 1.1% 79.087 0.99 $11.45 $12.70 $26,410 0.9%
35-1011 Chefs and Head Cooks detail 70 19.0% 0.840 0.91 $18.94 $21.11 $43,920 6.6%
35-1012 First-Line Supervisors of Food Preparation and Serving Workers detail 580 5.5% 6.925 0.94 $16.87 $17.65 $36,720 1.7%
35-2011 Cooks, Fast Food detail 280 22.9% 3.300 0.61 $11.18 $11.34 $23,600 1.8%
35-2012 Cooks, Institution and Cafeteria detail 420 5.2% 4.959 1.78 $14.29 $14.51 $30,180 1.0%
35-2014 Cooks, Restaurant detail 670 5.5% 7.957 0.94 $14.05 $13.84 $28,790 1.1%
35-2021 Food Preparation Workers detail 400 17.5% 4.792 0.86 $11.31 $11.90 $24,750 2.4%
35-3011 Bartenders detail 530 4.6% 6.334 1.84 $10.54 $11.45 $23,810 2.7%
35-3023 Fast Food and Counter Workers detail 1,950 5.4% 23.218 1.06 $11.01 $11.56 $24,050 1.4%
35-3031 Waiters and Waitresses detail 910 5.2% 10.881 0.85 $10.10 $11.88 $24,710 2.4%
35-3041 Food Servers, Nonrestaurant detail 210 10.4% 2.471 1.43 $11.66 $13.06 $27,170 3.1%
35-9011 Dining Room and Cafeteria Attendants and Bartender Helpers detail 160 17.7% 1.854 0.78 $11.18 $12.05 $25,070 3.5%
35-9021 Dishwashers detail 150 15.8% 1.740 0.65 $11.26 $11.11 $23,120 2.0%
37-0000 Building and Grounds Cleaning and Maintenance Occupations major 3,070 1.4% 36.645 1.26 $17.86 $16.36 $34,020 0.9%
37-1011 First-Line Supervisors of Housekeeping and Janitorial Workers detail 110 7.5% 1.278 1.17 $22.02 $22.56 $46,920 3.7%
37-1012 First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers detail 50 27.7% 0.546 0.66 $23.83 $26.00 $54,080 2.5%
37-2011 Janitors and Cleaners, Except Maids and Housekeeping Cleaners detail 2,060 1.4% 24.591 1.70 $18.12 $16.56 $34,450 1.2%
37-2012 Maids and Housekeeping Cleaners detail 400 6.3% 4.754 0.93 $13.44 $12.80 $26,630 1.3%
37-3011 Landscaping and Groundskeeping Workers detail 360 6.6% 4.266 0.67 $14.40 $15.60 $32,450 1.6%
39-0000 Personal Care and Service Occupations major 2,060 2.7% 24.503 1.35 $11.74 $14.11 $29,340 2.1%
39-1014 First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services detail 50 12.9% 0.540 1.14 $17.60 $19.25 $40,040 3.0%
39-1022 First-Line Supervisors of Personal Service Workers detail 100 13.3% 1.179 1.64 $15.82 $18.15 $37,760 8.8%
39-2011 Animal Trainers detail 30 36.6% 0.399 3.55 $14.80 $13.79 $28,680 4.4%
39-2021 Animal Caretakers detail 530 10.9% 6.298 3.93 $11.74 $13.14 $27,320 7.2%
39-3091 Amusement and Recreation Attendants detail 210 9.0% 2.508 1.35 $10.77 $10.85 $22,570 1.5%
39-5012 Hairdressers, Hairstylists, and Cosmetologists detail 180 3.8% 2.122 1.05 $13.68 $16.17 $33,630 2.5%
39-9011 Childcare Workers detail 330 11.9% 3.921 1.26 $10.66 $10.66 $22,170 1.7%
39-9031 Exercise Trainers and Group Fitness Instructors detail 250 30.2% 2.996 1.90 $17.67 $17.88 $37,200 2.6%
39-9032 Recreation Workers detail 120 9.9% 1.427 0.76 $14.24 $14.67 $30,520 2.7%
39-9041 Residential Advisors detail 50 25.0% 0.567 0.86 $14.27 $14.46 $30,080 2.5%
41-0000 Sales and Related Occupations major 7,880 1.0% 93.917 1.00 $13.98 $18.34 $38,140 1.3%
41-1011 First-Line Supervisors of Retail Sales Workers detail 730 4.2% 8.688 1.07 $17.98 $19.62 $40,800 1.2%
41-1012 First-Line Supervisors of Non-Retail Sales Workers detail 130 8.4% 1.509 0.87 $38.09 $39.89 $82,970 2.7%
41-2011 Cashiers detail 2,640 1.9% 31.485 1.34 $11.48 $12.36 $25,700 0.7%
41-2021 Counter and Rental Clerks detail 130 9.6% 1.590 0.60 $14.13 $15.82 $32,910 4.1%
41-2022 Parts Salespersons detail 190 5.3% 2.217 1.18 $17.72 $18.36 $38,190 3.1%
41-2031 Retail Salespersons detail 2,200 2.6% 26.170 1.00 $13.47 $14.05 $29,220 1.2%
41-3011 Advertising Sales Agents detail 100 10.0% 1.249 1.82 $22.62 $28.63 $59,550 8.3%
41-3021 Insurance Sales Agents detail 320 14.1% 3.765 1.26 $23.23 $32.47 $67,550 8.2%
41-3031 Securities, Commodities, and Financial Services Sales Agents detail 90 19.3% 1.113 0.37 $23.47 $30.25 $62,910 5.1%
41-3091 Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel detail 250 7.1% 2.979 0.41 $28.32 $31.69 $65,920 6.5%
41-4011 Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products detail 70 18.2% 0.802 0.42 $48.24 $56.37 $117,260 14.1%
41-4012 Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products detail 680 2.7% 8.081 0.92 $29.41 $32.80 $68,230 1.9%
41-9011 Demonstrators and Product Promoters detail 40 17.1% 0.465 1.61 $14.17 $13.82 $28,740 0.9%
41-9099 Sales and Related Workers, All Other detail 120 7.0% 1.429 0.85 $14.14 $14.21 $29,570 2.2%
43-0000 Office and Administrative Support Occupations major 9,620 0.9% 114.734 0.88 $18.01 $19.71 $41,000 0.4%
43-1011 First-Line Supervisors of Office and Administrative Support Workers detail 590 3.1% 7.065 0.69 $24.23 $27.63 $57,470 0.8%
43-3021 Billing and Posting Clerks detail 210 11.1% 2.466 0.81 $17.91 $19.18 $39,890 1.1%
43-3031 Bookkeeping, Accounting, and Auditing Clerks detail 790 3.0% 9.358 0.87 $18.67 $20.45 $42,540 1.1%
43-3051 Payroll and Timekeeping Clerks detail 40 8.5% 0.515 0.49 $22.64 $22.68 $47,170 2.0%
43-3071 Tellers detail 280 6.1% 3.319 1.28 $14.03 $15.10 $31,410 1.7%
43-4031 Court, Municipal, and License Clerks detail 90 8.6% 1.076 1.01 $22.05 $21.54 $44,810 1.4%
43-4051 Customer Service Representatives detail 1,610 5.1% 19.202 0.97 $17.91 $19.46 $40,470 1.0%
43-4061 Eligibility Interviewers, Government Programs detail 50 6.7% 0.536 0.50 $27.91 $26.01 $54,100 2.5%
43-4081 Hotel, Motel, and Resort Desk Clerks detail 130 8.3% 1.528 0.98 $11.02 $11.95 $24,860 1.5%
43-4111 Interviewers, Except Eligibility and Loan detail 70 12.8% 0.879 0.73 $17.48 $16.90 $35,150 1.4%
43-4121 Library Assistants, Clerical detail 60 14.8% 0.733 1.32 $11.10 $11.58 $24,090 2.5%
43-4131 Loan Interviewers and Clerks detail 250 6.0% 2.990 1.77 $18.49 $20.71 $43,070 1.5%
43-4141 New Accounts Clerks detail 110 13.5% 1.301 4.52 $18.04 $18.81 $39,130 3.2%
43-4151 Order Clerks detail 50 6.0% 0.638 0.67 $17.85 $18.33 $38,120 1.3%
43-4161 Human Resources Assistants, Except Payroll and Timekeeping detail 50 10.1% 0.622 0.85 $21.79 $19.84 $41,270 1.9%
43-4171 Receptionists and Information Clerks detail 370 4.8% 4.462 0.64 $14.07 $14.25 $29,640 1.9%
43-5021 Couriers and Messengers detail 50 15.1% 0.614 1.27 $16.81 $15.25 $31,710 3.1%
43-5031 Public Safety Telecommunicators detail 50 7.1% 0.577 0.84 $22.82 $25.19 $52,400 1.9%
43-5032 Dispatchers, Except Police, Fire, and Ambulance detail 110 12.9% 1.276 0.92 $17.90 $19.17 $39,870 3.9%
43-5051 Postal Service Clerks detail 50 0.0% 0.596 1.06 $24.64 $24.71 $51,400 0.0%
43-5052 Postal Service Mail Carriers detail 200 0.0% 2.336 0.98 $25.21 $26.01 $54,090 0.0%
43-5053 Postal Service Mail Sorters, Processors, and Processing Machine Operators detail 90 0.0% 1.049 1.32 $21.53 $23.04 $47,930 0.0%
43-5061 Production, Planning, and Expediting Clerks detail 320 4.6% 3.856 1.48 $23.24 $25.42 $52,880 1.0%
43-5071 Shipping, Receiving, and Inventory Clerks detail 380 4.6% 4.502 0.80 $17.80 $17.87 $37,160 1.2%
43-6011 Executive Secretaries and Executive Administrative Assistants detail 200 5.3% 2.375 0.72 $23.16 $25.14 $52,280 1.8%
43-6012 Legal Secretaries and Administrative Assistants detail 80 10.5% 0.958 0.87 $18.05 $20.05 $41,710 2.2%
43-6013 Medical Secretaries and Administrative Assistants detail 520 5.1% 6.214 1.33 $17.59 $17.08 $35,520 1.3%
43-6014 Secretaries and Administrative Assistants, Except Legal, Medical, and Executive detail 770 2.4% 9.229 0.71 $18.13 $19.17 $39,870 0.8%
43-9021 Data Entry Keyers detail 50 14.0% 0.579 0.55 $17.62 $17.04 $35,440 1.5%
43-9041 Insurance Claims and Policy Processing Clerks detail 120 22.0% 1.469 0.95 $18.28 $20.84 $43,350 1.4%
43-9051 Mail Clerks and Mail Machine Operators, Except Postal Service detail 40 28.9% 0.454 0.92 $14.26 $16.05 $33,390 8.0%
43-9061 Office Clerks, General detail 1,290 2.4% 15.365 0.84 $17.55 $17.69 $36,790 1.0%
45-0000 Farming, Fishing, and Forestry Occupations major 170 18.7% 2.034 0.63 $18.31 $19.91 $41,410 2.9%
45-2011 Agricultural Inspectors detail 30 6.3% 0.405 4.19 $22.47 $23.96 $49,830 4.0%
45-2091 Agricultural Equipment Operators detail 50 40.1% 0.582 3.13 $18.59 $20.25 $42,120 2.6%
45-2093 Farmworkers, Farm, Ranch, and Aquacultural Animals detail 50 22.4% 0.617 2.55 $17.86 $18.99 $39,500 3.7%
47-0000 Construction and Extraction Occupations major 3,190 1.8% 38.062 0.92 $22.67 $24.07 $50,060 0.9%
47-1011 First-Line Supervisors of Construction Trades and Extraction Workers detail 390 4.8% 4.691 0.99 $29.50 $31.91 $66,360 1.3%
47-2031 Carpenters detail 320 8.6% 3.841 0.81 $21.64 $20.73 $43,120 1.6%
47-2051 Cement Masons and Concrete Finishers detail 150 10.4% 1.746 1.32 $22.61 $21.56 $44,850 2.4%
47-2061 Construction Laborers detail 660 7.3% 7.863 1.14 $18.09 $19.83 $41,240 1.4%
47-2071 Paving, Surfacing, and Tamping Equipment Operators detail 70 20.3% 0.811 2.58 $23.44 $24.40 $50,750 4.1%
47-2073 Operating Engineers and Other Construction Equipment Operators detail 280 6.9% 3.374 1.17 $24.50 $26.78 $55,690 2.4%
47-2111 Electricians detail 260 5.6% 3.065 0.66 $28.55 $26.65 $55,420 2.4%
47-2121 Glaziers detail 50 18.3% 0.650 1.74 $18.02 $18.90 $39,300 3.5%
47-2132 Insulation Workers, Mechanical detail 30 28.5% 0.410 2.06 $22.89 $20.88 $43,440 3.7%
47-2141 Painters, Construction and Maintenance detail 80 7.3% 0.976 0.64 $22.40 $21.24 $44,180 3.9%
47-2152 Plumbers, Pipefitters, and Steamfitters detail 250 10.5% 3.022 1.02 $29.01 $27.34 $56,860 2.7%
47-2211 Sheet Metal Workers detail 70 17.9% 0.877 1.01 $29.59 $28.61 $59,500 2.5%
47-2221 Structural Iron and Steel Workers detail 40 19.1% 0.467 0.96 $17.84 $18.94 $39,390 5.9%
47-4011 Construction and Building Inspectors detail 40 12.8% 0.467 0.56 $29.44 $30.33 $63,080 6.0%
47-4051 Highway Maintenance Workers detail 150 10.6% 1.801 1.80 $22.86 $24.66 $51,280 3.4%
47-4071 Septic Tank Servicers and Sewer Pipe Cleaners detail 70 22.1% 0.784 3.86 $23.10 $23.04 $47,920 5.0%
49-0000 Installation, Maintenance, and Repair Occupations major 3,140 1.9% 37.384 0.94 $22.75 $24.33 $50,600 1.3%
49-1011 First-Line Supervisors of Mechanics, Installers, and Repairers detail 330 4.2% 3.966 1.06 $36.78 $35.72 $74,290 3.1%
49-2011 Computer, Automated Teller, and Office Machine Repairers detail 30 32.5% 0.383 0.62 $22.38 $20.03 $41,650 9.0%
49-2022 Telecommunications Equipment Installers and Repairers, Except Line Installers detail 60 17.8% 0.771 0.63 $29.43 $26.53 $55,190 7.3%
49-2094 Electrical and Electronics Repairers, Commercial and Industrial Equipment detail 30 6.4% 0.414 1.15 $29.76 $28.03 $58,300 2.3%
49-3021 Automotive Body and Related Repairers detail 130 10.1% 1.525 1.56 $22.70 $24.16 $50,260 3.8%
49-3023 Automotive Service Technicians and Mechanics detail 390 6.5% 4.604 1.03 $18.21 $20.73 $43,120 2.0%
49-3031 Bus and Truck Mechanics and Diesel Engine Specialists detail 180 8.7% 2.127 1.15 $23.09 $24.05 $50,030 1.7%
49-3041 Farm Equipment Mechanics and Service Technicians detail 90 10.5% 1.044 4.20 $23.11 $23.75 $49,400 2.1%
49-3042 Mobile Heavy Equipment Mechanics, Except Engines detail 100 10.5% 1.177 1.14 $24.71 $25.97 $54,020 2.4%
49-3093 Tire Repairers and Changers detail 70 17.5% 0.893 1.35 $13.91 $15.61 $32,470 3.8%
49-9021 Heating, Air Conditioning, and Refrigeration Mechanics and Installers detail 110 16.8% 1.360 0.54 $22.90 $24.83 $51,650 3.1%
49-9041 Industrial Machinery Mechanics detail 180 6.7% 2.122 0.80 $23.38 $25.56 $53,160 1.2%
49-9043 Maintenance Workers, Machinery detail 50 15.0% 0.608 1.49 $28.38 $26.03 $54,140 3.3%
49-9051 Electrical Power-Line Installers and Repairers detail 60 25.5% 0.670 0.76 $36.89 $39.09 $81,310 4.7%
49-9052 Telecommunications Line Installers and Repairers detail 40 23.3% 0.471 0.65 $28.06 $26.11 $54,300 5.5%
49-9062 Medical Equipment Repairers detail 50 22.2% 0.547 1.44 $22.20 $22.60 $47,010 4.6%
49-9071 Maintenance and Repair Workers, General detail 840 3.1% 9.974 0.99 $22.45 $21.53 $44,770 0.9%
49-9099 Installation, Maintenance, and Repair Workers, All Other detail 90 11.5% 1.075 0.92 $22.04 $20.96 $43,590 3.8%
51-0000 Production Occupations major 6,840 1.1% 81.517 1.37 $18.18 $20.81 $43,280 0.9%
51-1011 First-Line Supervisors of Production and Operating Workers detail 780 1.9% 9.315 2.08 $29.94 $33.77 $70,250 2.0%
51-2041 Structural Metal Fabricators and Fitters detail 40 26.4% 0.458 1.06 $18.45 $19.73 $41,030 2.3%
51-2090 Miscellaneous Assemblers and Fabricators broad 660 4.1% 7.872 0.83 $18.01 $18.44 $38,350 1.2%
51-3011 Bakers detail 120 7.0% 1.444 1.12 $13.70 $12.87 $26,760 1.8%
51-3021 Butchers and Meat Cutters detail 160 5.4% 1.948 1.88 $14.08 $14.08 $29,290 0.7%
51-3092 Food Batchmakers detail 100 20.8% 1.134 1.03 $14.03 $14.50 $30,160 3.7%
51-4031 Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic detail 50 20.6% 0.621 0.49 $18.29 $19.38 $40,320 1.8%
51-4033 Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic detail 50 22.8% 0.559 1.16 $18.45 $20.13 $41,870 5.3%
51-4041 Machinists detail 170 11.9% 2.044 0.86 $23.00 $22.50 $46,790 2.0%
51-4072 Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic detail 140 9.2% 1.678 1.45 $18.05 $20.21 $42,030 1.8%
51-4081 Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic detail 80 17.7% 0.947 0.99 $17.75 $18.46 $38,390 4.7%
51-4111 Tool and Die Makers detail 50 9.8% 0.612 1.35 $23.20 $24.74 $51,470 1.3%
51-4121 Welders, Cutters, Solderers, and Brazers detail 580 5.2% 6.961 2.47 $17.83 $19.94 $41,480 0.8%
51-4122 Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders detail 90 13.4% 1.031 4.85 $22.89 $21.65 $45,030 1.3%
51-5112 Printing Press Operators detail 130 8.9% 1.584 1.54 $17.62 $17.77 $36,960 3.4%
51-5113 Print Binding and Finishing Workers detail 40 11.8% 0.428 1.48 $14.15 $14.97 $31,130 3.1%
51-6011 Laundry and Dry-Cleaning Workers detail 90 7.2% 1.055 0.94 $13.61 $13.62 $28,340 1.1%
51-6031 Sewing Machine Operators detail 60 13.1% 0.719 0.87 $13.22 $13.76 $28,610 2.6%
51-7011 Cabinetmakers and Bench Carpenters detail 200 3.3% 2.414 3.65 $18.14 $19.52 $40,610 1.3%
51-7042 Woodworking Machine Setters, Operators, and Tenders, Except Sawing detail 210 2.1% 2.450 5.14 $17.92 $18.25 $37,960 0.6%
51-8031 Water and Wastewater Treatment Plant and System Operators detail 70 11.6% 0.839 0.98 $23.42 $25.00 $51,990 2.4%
51-9023 Mixing and Blending Machine Setters, Operators, and Tenders detail 50 32.0% 0.564 0.73 $18.10 $19.00 $39,530 3.2%
51-9061 Inspectors, Testers, Sorters, Samplers, and Weighers detail 290 4.1% 3.440 0.88 $22.04 $20.42 $42,470 1.5%
51-9081 Dental Laboratory Technicians detail 40 15.1% 0.436 1.80 $17.67 $22.09 $45,950 5.2%
51-9111 Packaging and Filling Machine Operators and Tenders detail 190 12.6% 2.229 0.88 $14.43 $16.34 $33,980 4.1%
51-9123 Painting, Coating, and Decorating Workers detail 30 29.9% 0.392 4.66 $18.05 $19.62 $40,810 2.5%
51-9124 Coating, Painting, and Spraying Machine Setters, Operators, and Tenders detail 160 7.4% 1.919 1.86 $17.92 $18.71 $38,910 2.1%
51-9151 Photographic Process Workers and Processing Machine Operators detail 50 13.3% 0.542 13.30 $14.28 $15.93 $33,140 1.6%
51-9161 Computer Numerically Controlled Tool Operators detail 370 7.6% 4.439 3.96 $22.95 $21.07 $43,830 0.9%
51-9162 Computer Numerically Controlled Tool Programmers detail 30 21.2% 0.415 2.27 $24.07 $25.22 $52,460 1.8%
51-9196 Paper Goods Machine Setters, Operators, and Tenders detail 70 11.8% 0.807 1.30 $23.24 $23.02 $47,890 4.2%
51-9198 Helpers--Production Workers detail 300 4.8% 3.585 2.49 $17.78 $17.57 $36,540 1.1%
51-9199 Production Workers, All Other detail 120 17.8% 1.428 0.98 $13.86 $16.55 $34,420 7.3%
53-0000 Transportation and Material Moving Occupations major 8,900 1.1% 106.120 1.18 $18.04 $19.22 $39,970 0.8%
53-1047 First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors detail 330 4.3% 3.965 1.02 $27.85 $28.14 $58,520 2.2%
53-3031 Driver/Sales Workers detail 400 17.5% 4.818 1.42 $11.62 $14.11 $29,350 5.4%
53-3032 Heavy and Tractor-Trailer Truck Drivers detail 1,660 3.2% 19.769 1.46 $23.31 $24.10 $50,130 1.5%
53-3033 Light Truck Drivers detail 540 8.1% 6.429 0.90 $17.21 $19.14 $39,820 4.2%
53-3051 Bus Drivers, School detail 130 21.7% 1.569 0.61 $18.06 $19.27 $40,090 5.1%
53-3053 Shuttle Drivers and Chauffeurs detail 130 9.7% 1.556 1.25 $13.52 $13.48 $28,040 2.6%
53-6031 Automotive and Watercraft Service Attendants detail 40 15.7% 0.439 0.55 $14.39 $15.09 $31,390 8.0%
53-7051 Industrial Truck and Tractor Operators detail 550 5.5% 6.556 1.22 $18.31 $18.97 $39,470 0.9%
53-7061 Cleaners of Vehicles and Equipment detail 190 6.2% 2.208 0.88 $13.94 $13.44 $27,960 2.7%
53-7062 Laborers and Freight, Stock, and Material Movers, Hand detail 3,310 1.7% 39.428 2.04 $18.04 $18.21 $37,870 0.7%
53-7064 Packers and Packagers, Hand detail 290 7.2% 3.439 0.83 $18.04 $17.00 $35,350 1.2%
53-7065 Stockers and Order Fillers detail 1,050 2.6% 12.483 0.72 $14.48 $15.57 $32,390 1.2%
53-7081 Refuse and Recyclable Material Collectors detail 100 15.3% 1.172 1.31 $18.51 $19.48 $40,520 3.2%


About May 2021 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.

(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.







Iowa's metropolitan and nonmetropolitan area estimates:

May 2021 National Occupational Employment and Wage Estimates

May 2021 State Occupational Employment and Wage Estimates

May 2021 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates

May 2021 National Industry-Specific Occupational Employment and Wage Estimates

May 2021 Occupation Profiles

Technical notes

 

Last Modified Date: March 31, 2022