Operations Research Analysts
Occupation · SOC 2018 15-2031 · United States
- SOC 2018 code
- 15-2031
- Share of U.S. applications
- 1.19%
- Applications on record
- 144,639
- FY2025
- 8,794
- Median offered wage
- $120,000
- Certified (last three years)
- 99.5%
- Main route
- H-1B
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Applications year by year
Labor condition, PERM and H-2 applications classified as Operations Research Analysts (SOC 15-2031). Older SOC codes are mapped to SOC 2018.
Applications by fiscal year — Operations Research Analysts
Data table
| FY2008 | 682 |
| FY2009 | 1,236 |
| FY2010 | 4,799 |
| FY2011 | 5,314 |
| FY2012 | 5,654 |
| FY2013 | 5,109 |
| FY2014 | 5,943 |
| FY2015 | 7,418 |
| FY2016 | 8,266 |
| FY2017 | 9,717 |
| FY2018 | 13,543 |
| FY2019 | 12,144 |
| FY2020 | 10,321 |
| FY2021 | 9,164 |
| FY2022 | 11,986 |
| FY2023 | 8,906 |
| FY2024 | 9,401 |
| FY2025 | 8,794 |
| FY2026* | 6,242 |
| Fiscal year | LCA | PERM |
|---|---|---|
| FY2026* | 5,723 | 519 |
| FY2025 | 8,182 | 612 |
| FY2024 | 8,966 | 435 |
| FY2023 | 8,488 | 418 |
| FY2022 | 11,663 | 323 |
| FY2021 | 8,870 | 294 |
| FY2020 | 10,119 | 202 |
| FY2019 | 11,974 | 170 |
| FY2018 | 13,380 | 163 |
| FY2017 | 9,559 | 158 |
| FY2016 | 8,027 | 239 |
| FY2015 | 7,096 | 322 |
| FY2014 | 5,558 | 385 |
| FY2013 | 4,894 | 215 |
| FY2012 | 4,791 | 863 |
| FY2011 | 3,934 | 1,380 |
| FY2010 | 3,273 | 1,526 |
| FY2009 | 603 | 633 |
| FY2008 | 0 | 682 |
Largest sponsoring employers
Employers with the most applications in this occupation, all years.
- Deloitte Consulting LLP6,719
- Amazon.com Services LLC5,190
- Ernst & Young U.S. LLP4,765
- ZS Associates, Inc.2,063
- Capital One Services, LLC1,804
- Kforce Inc.1,731
- Amazon Web Services, Inc.1,716
- Pricewaterhousecoopers Advisory Services LLC1,642
- Amazon Corporate LLC1,553
- JPMORGAN Chase & Co.1,524
- Bank of America N.A.1,206
- Facebook, Inc.1,151
Where the jobs are
Worksite state and metropolitan area (Census CBSA).
Operations Research Analysts: applications by worksite state
Data table
| State | Applications |
|---|---|
| CA | 30,399 |
| NY | 21,566 |
| TX | 14,677 |
| WA | 9,689 |
| IL | 9,247 |
| NJ | 7,222 |
| MA | 6,982 |
| VA | 5,142 |
| GA | 5,049 |
| FL | 4,555 |
| PA | 4,328 |
| NC | 3,523 |
| OH | 2,194 |
| CT | 1,760 |
| MD | 1,668 |
| AZ | 1,598 |
| MI | 1,534 |
| DE | 1,488 |
| TN | 1,134 |
| MN | 1,121 |
| CO | 931 |
| MO | 893 |
| DC | 827 |
| UT | 770 |
| IN | 716 |
| AR | 665 |
| WI | 626 |
| OR | 543 |
| SC | 438 |
| NV | 359 |
| RI | 336 |
| OK | 316 |
| IA | 289 |
| KY | 289 |
| NE | 289 |
| KS | 273 |
| AL | 262 |
| LA | 169 |
| NH | 164 |
| ID | 121 |
| NM | 89 |
| HI | 62 |
| MS | 55 |
| ME | 54 |
| WV | 33 |
| SD | 31 |
| PR | 31 |
| ND | 30 |
| VT | 29 |
| MT | 21 |
| AK | 19 |
| WY | 13 |
| VI | 11 |
| GU | 2 |
| MP | 2 |
- New York-Newark-Jersey City, NY-NJ26,860
- San Francisco-Oakland-Fremont, CA12,337
- San Jose-Sunnyvale-Santa Clara, CA10,103
- Seattle-Tacoma-Bellevue, WA9,595
- Chicago-Naperville-Elgin, IL-IN8,981
- Dallas-Fort Worth-Arlington, TX7,559
- Boston-Cambridge-Newton, MA-NH6,457
- Los Angeles-Long Beach-Anaheim, CA5,414
- Washington-Arlington-Alexandria, DC-VA-MD-WV5,272
- Atlanta-Sandy Springs-Alpharetta, GA4,883
Pay
Offered annual wages on certified labor condition applications, FY2024–FY2026.
Offered annual wage, 10th to 90th percentile (certified LCAs)
Median $120,000; middle half $89,733 to $159,100 · median prevailing wage $91,270 (marker) · 22,440 applications.
- Level I3,788
- Level II8,668
- Level III5,761
- Level IV4,448
- Operations Research Analyst5,637
- Business Analyst3,209
- Data Scientist2,878
- Senior Consultant2,670
- Consultant2,324
- Analyst2,195
- Associate2,011
- Data Analyst1,979
Pages for this occupation by metropolitan area
Areas with at least 50 LCA and PERM applications since FY2020.
- Albany-Schenectady-Troy, NY
- Ann Arbor, MI
- Atlanta-Sandy Springs-Alpharetta, GA
- Austin-Round Rock-San Marcos, TX
- Baltimore-Columbia-Towson, MD
- Birmingham, AL
- Boise City, ID
- Boston-Cambridge-Newton, MA-NH
- Bridgeport-Stamford-Danbury, CT
- Buffalo-Cheektowaga, NY
- Cape Coral-Fort Myers, FL
- Charlotte-Concord-Gastonia, NC-SC
- Chicago-Naperville-Elgin, IL-IN
- Cincinnati, OH-KY-IN
- Cleveland, OH
- Columbus, OH
- Dallas-Fort Worth-Arlington, TX
- Denver-Aurora-Centennial, CO
- Des Moines-West Des Moines, IA
- Detroit-Warren-Dearborn, MI
- Durham-Chapel Hill, NC
- Fayetteville-Springdale-Rogers, AR
- Greensboro-High Point, NC
- Greenville-Anderson-Greer, SC
- Harrisburg-Carlisle, PA
- Hartford-West Hartford-East Hartford, CT
- Houston-Pasadena-The Woodlands, TX
- Indianapolis-Carmel-Greenwood, IN
- Jacksonville, FL
- Kansas City, MO-KS
- Las Vegas-Henderson-North Las Vegas, NV
- Los Angeles-Long Beach-Anaheim, CA
- Louisville/Jefferson County, KY-IN
- Madison, WI
- Memphis, TN-MS-AR
- Miami-Fort Lauderdale-West Palm Beach, FL
- Milwaukee-Waukesha, WI
- Minneapolis-St. Paul-Bloomington, MN-WI
- Nashville-Davidson--Murfreesboro--Franklin, TN
- New York-Newark-Jersey City, NY-NJ
- Oklahoma City, OK
- Omaha, NE-IA
- Orlando-Kissimmee-Sanford, FL
- Oxnard-Thousand Oaks-Ventura, CA
- Philadelphia-Camden-Wilmington, PA-NJ-DE-MD
- Phoenix-Mesa-Chandler, AZ
- Pittsburgh, PA
- Portland-Vancouver-Hillsboro, OR-WA
- Providence-Warwick, RI-MA
- Provo-Orem-Lehi, UT
- Raleigh-Cary, NC
- Richmond, VA
- Riverside-San Bernardino-Ontario, CA
- Sacramento-Roseville-Folsom, CA
- Salt Lake City-Murray, UT
- San Antonio-New Braunfels, TX
- San Diego-Chula Vista-Carlsbad, CA
- San Francisco-Oakland-Fremont, CA
- San Jose-Sunnyvale-Santa Clara, CA
- Seattle-Tacoma-Bellevue, WA
- St. Louis, MO-IL
- Tampa-St. Petersburg-Clearwater, FL
- Trenton-Princeton, NJ
- Washington-Arlington-Alexandria, DC-VA-MD-WV
- Worcester, MA
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