Occupational Employment and Wage Statistics
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Occupational Employment and Wages, May 2019
15-2031 Operations Research Analysts
Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decisionmaking, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, services, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.
National estimates for this occupation
Industry profile for this occupation
Geographic profile for this occupation
National estimates for this occupation:
Employment estimate and mean wage estimates for this occupation:
| Employment (1) |
Employment
RSE (3) |
Mean hourly
wage |
Mean annual
wage (2) |
Wage RSE (3) |
| 99,680 |
1.8 % |
$43.56 |
$90,600 |
0.5 % |
Percentile wage estimates for this occupation:
| Percentile |
10% |
25% |
50%
(Median) |
75% |
90% |
| Hourly Wage |
$23.40 |
$30.18 |
$40.78 |
$54.17 |
$67.69 |
| Annual Wage (2) |
$48,670 |
$62,780 |
$84,810 |
$112,680 |
$140,790 |
Industry profile for this occupation:
Industries with the highest published employment and wages for this occupation are provided.
For a list of all industries with employment in this occupation, see the Create Customized Tables function.
Industries with the highest levels of employment in this occupation:
| Industry |
Employment (1) |
Percent of industry employment |
Hourly mean wage |
Annual mean wage (2) |
| Management of Companies and Enterprises |
10,480 |
0.43 |
$44.81 |
$93,210 |
| Management, Scientific, and Technical Consulting Services |
9,010 |
0.60 |
$44.17 |
$91,880 |
| Computer Systems Design and Related Services |
8,980 |
0.41 |
$44.54 |
$92,650 |
| Insurance Carriers |
7,850 |
0.66 |
$40.23 |
$83,670 |
| Credit Intermediation and Related Activities (5221 And 5223 only) |
7,500 |
0.37 |
$43.31 |
$90,080 |
Industries with the highest concentration of employment in this occupation:
| Industry |
Employment (1) |
Percent of industry employment |
Hourly mean wage |
Annual mean wage (2) |
| Insurance Carriers |
7,850 |
0.66 |
$40.23 |
$83,670 |
| Nondepository Credit Intermediation |
3,590 |
0.63 |
$46.78 |
$97,300 |
| Management, Scientific, and Technical Consulting Services |
9,010 |
0.60 |
$44.17 |
$91,880 |
| Securities, Commodity Contracts, and Other Financial Investments and Related Activities |
5,160 |
0.55 |
$50.64 |
$105,330 |
| Aerospace Product and Parts Manufacturing |
2,580 |
0.49 |
$48.11 |
$100,060 |
Top paying industries for this occupation:
| Industry |
Employment (1) |
Percent of industry employment |
Hourly mean wage |
Annual mean wage (2) |
| Federal Executive Branch (OES Designation) |
5,160 |
0.26 |
$55.60 |
$115,640 |
| Machinery Manufacturing (3331, 3332, 3334, and 3339 only) |
470 |
0.06 |
$51.76 |
$107,650 |
| Securities, Commodity Contracts, and Other Financial Investments and Related Activities |
5,160 |
0.55 |
$50.64 |
$105,330 |
| Computer and Peripheral Equipment Manufacturing |
90 |
0.06 |
$49.91 |
$103,810 |
| Software Publishers |
930 |
0.21 |
$48.91 |
$101,730 |
Geographic profile for this occupation:
States and areas with the highest published employment, location quotients, and wages for this occupation are provided.
For a list of all areas with employment in this occupation, see the Create Customized Tables function.
States with the highest employment level in this occupation:
| State |
Employment (1) |
Employment per thousand jobs |
Location quotient (9) |
Hourly mean wage |
Annual mean wage (2) |
| California |
10,000 |
0.58 |
0.85 |
$48.63 |
$101,150 |
| Texas |
9,820 |
0.79 |
1.16 |
$40.62 |
$84,500 |
| Virginia |
8,770 |
2.26 |
3.33 |
$50.04 |
$104,090 |
| New York |
6,510 |
0.68 |
1.01 |
$50.43 |
$104,890 |
| Florida |
4,620 |
0.53 |
0.77 |
$36.30 |
$75,500 |
States with the highest concentration of jobs and location quotients in this occupation:
| State |
Employment (1) |
Employment per thousand jobs |
Location quotient (9) |
Hourly mean wage |
Annual mean wage (2) |
| Virginia |
8,770 |
2.26 |
3.33 |
$50.04 |
$104,090 |
| Delaware |
870 |
1.92 |
2.82 |
$43.07 |
$89,580 |
| District of Columbia |
1,110 |
1.53 |
2.26 |
$52.76 |
$109,740 |
| Maryland |
3,980 |
1.47 |
2.17 |
$49.22 |
$102,380 |
| Utah |
1,690 |
1.12 |
1.65 |
$35.97 |
$74,830 |
Top paying States for this occupation:
Metropolitan areas with the highest employment level in this occupation:
| Metropolitan area |
Employment (1) |
Employment per thousand jobs |
Location quotient (9) |
Hourly mean wage |
Annual mean wage (2) |
| Washington-Arlington-Alexandria, DC-VA-MD-WV |
8,380 |
2.64 |
3.88 |
$51.61 |
$107,360 |
| New York-Newark-Jersey City, NY-NJ-PA |
7,370 |
0.76 |
1.13 |
$54.15 |
$112,630 |
| Dallas-Fort Worth-Arlington, TX |
4,370 |
1.19 |
1.76 |
$41.85 |
$87,050 |
| Los Angeles-Long Beach-Anaheim, CA |
3,650 |
0.59 |
0.86 |
$46.79 |
$97,320 |
| Chicago-Naperville-Elgin, IL-IN-WI |
3,370 |
0.72 |
1.06 |
$46.41 |
$96,530 |
| Atlanta-Sandy Springs-Roswell, GA |
3,180 |
1.16 |
1.71 |
$34.18 |
$71,090 |
| Philadelphia-Camden-Wilmington, PA-NJ-DE-MD |
2,730 |
0.95 |
1.40 |
$43.88 |
$91,260 |
| San Francisco-Oakland-Hayward, CA |
2,460 |
1.00 |
1.47 |
$56.21 |
$116,910 |
| Minneapolis-St. Paul-Bloomington, MN-WI |
2,420 |
1.23 |
1.81 |
$44.66 |
$92,890 |
| Boston-Cambridge-Nashua, MA-NH |
2,330 |
0.83 |
1.23 |
$43.75 |
$91,000 |
Metropolitan areas with the highest concentration of jobs and location quotients in this occupation:
| Metropolitan area |
Employment (1) |
Employment per thousand jobs |
Location quotient (9) |
Hourly mean wage |
Annual mean wage (2) |
| California-Lexington Park, MD |
730 |
15.38 |
22.66 |
$51.93 |
$108,020 |
| Bloomington, IL |
410 |
4.59 |
6.76 |
$50.35 |
$104,730 |
| Washington-Arlington-Alexandria, DC-VA-MD-WV |
8,380 |
2.64 |
3.88 |
$51.61 |
$107,360 |
| Richmond, VA |
1,540 |
2.34 |
3.45 |
$43.48 |
$90,430 |
| Huntsville, AL |
460 |
1.97 |
2.90 |
$46.14 |
$95,960 |
| Salt Lake City, UT |
1,310 |
1.79 |
2.64 |
$34.92 |
$72,640 |
| Charleston, WV |
190 |
1.74 |
2.56 |
$23.23 |
$48,320 |
| Dayton, OH |
630 |
1.66 |
2.44 |
$43.58 |
$90,660 |
| Las Cruces, NM |
110 |
1.58 |
2.33 |
$44.56 |
$92,680 |
| Charlotte-Concord-Gastonia, NC-SC |
1,770 |
1.42 |
2.10 |
$44.42 |
$92,390 |
Top paying metropolitan areas for this occupation:
| Metropolitan area |
Employment (1) |
Employment per thousand jobs |
Location quotient (9) |
Hourly mean wage |
Annual mean wage (2) |
| Bridgeport-Stamford-Norwalk, CT |
360 |
0.87 |
1.28 |
$66.12 |
$137,530 |
| Santa Maria-Santa Barbara, CA |
50 |
0.25 |
0.37 |
$58.80 |
$122,310 |
| Salinas, CA |
60 |
0.33 |
0.48 |
$58.20 |
$121,050 |
| Trenton, NJ |
200 |
0.83 |
1.22 |
$57.92 |
$120,460 |
| San Francisco-Oakland-Hayward, CA |
2,460 |
1.00 |
1.47 |
$56.21 |
$116,910 |
| New York-Newark-Jersey City, NY-NJ-PA |
7,370 |
0.76 |
1.13 |
$54.15 |
$112,630 |
| Boulder, CO |
40 |
0.22 |
0.32 |
$53.51 |
$111,300 |
| Winston-Salem, NC |
100 |
0.36 |
0.53 |
$51.98 |
$108,130 |
| California-Lexington Park, MD |
730 |
15.38 |
22.66 |
$51.93 |
$108,020 |
| Washington-Arlington-Alexandria, DC-VA-MD-WV |
8,380 |
2.64 |
3.88 |
$51.61 |
$107,360 |
Nonmetropolitan areas with the highest employment in this occupation:
Nonmetropolitan areas with the highest concentration of jobs and location quotients in this occupation:
Top paying nonmetropolitan areas for this occupation:
About May 2019 National, State, Metropolitan, and Nonmetropolitan Area Occupational Employment and Wage Estimates
These estimates are calculated with data collected from employers in all industry sectors, all metropolitan and nonmetropolitan areas, and all states and the District of Columbia.
The top employment and wage figures are provided above. The complete list is available in the downloadable XLS files.
The percentile wage estimate is the value of a wage below which a certain percent of workers fall.
The median wage is the 50th percentile wage estimate--50 percent of workers earn less than the median and 50 percent of workers earn more than the median.
More about percentile wages.
(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.
(8) Estimate 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.
Other OES estimates and related information:
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: July 6, 2020
United States Department of Labor
