DOL Verified Employer

KPMG LLP - Operations Research Analysts

Government-verified salary data from 10,432 US Department of Labor filings.

Median Salary
$73,000
793 DOL filings
NY Approval Rate 87.5% · most recent FY 2025
Median Salary
$73,000
Certified filings
DOL Filings
793
Certified: 9,127
Unique Job Titles
118
SOC occupations
Approval Rate
87.5%
Certified vs filed

Salary Range

Based on 793 certified filings
DOL-Filed Salary Range
$46,000$61,818$73,000$93,000$275,000
Prevailing Wage Premium - a TruthWage exclusive
+12.3%

KPMG LLP pays 12.3% above the DOL minimum wage floor for its filed positions.

The prevailing wage is the minimum salary DOL sets as the floor for this occupation and location. A positive premium means the employer pays above that floor. Source: DOL LCA filings.

Salary Trend

FY2012 - FY2025

Salaries by Job Title

50 occupations with DOL-filed salary data
Job TitleFilingsMedian Salaryvs MarketSalary Range
Accountants and Auditors 3,549 $65,000 -20.4%
$57,000$57,000$65,000$80,300$80,300
13-2011.00 916 $92,600 N/A
$75,088$75,088$92,600$121,472$121,472
Management Analysts 802 $88,000 -13%
$73,000$73,000$88,000$112,000$112,000
Operations Research Analysts 793 $73,000 -20%
$61,818$61,818$73,000$93,000$93,000
15-1121 775 $86,000 N/A
$73,715$73,715$86,000$105,880$105,880
Financial and Investment Analysts 752 $78,790 -22.3%
$65,749$65,749$78,790$100,000$100,000
15-1132 330 $99,000 N/A
$87,714$87,714$99,000$119,800$119,800
13-2051.00 270 $119,101 N/A
$95,400$95,400$119,101$146,141$146,141
15-1122 251 $107,000 N/A
$87,381$87,381$107,000$129,000$129,000
Computer and Information Systems Managers 165 $145,363 -15.1%
$125,000$125,000$145,363$175,000$175,000
15-1132.00 159 $122,221 N/A
$100,000$100,000$122,221$145,000$145,000
15-1252.00 156 $152,950 N/A
$132,300$132,300$152,950$172,100$172,100
11-3021.00 140 $176,500 N/A
$155,696$155,696$176,500$216,000$216,000
15-1133 113 $102,450 N/A
$89,024$89,024$102,450$122,117$122,117
Credit Analysts 106 $62,000 -23.4%
$55,000$55,000$62,000$85,155$85,155
15-1199 96 $87,000 N/A
$72,000$72,000$87,000$132,900$132,900
Statisticians 90 $90,000 -12.9%
$80,000$80,000$90,000$104,000$104,000
15-1122.00 64 $130,000 N/A
$106,642$106,642$130,000$150,000$150,000
Financial Managers 58 $164,507 +1.7%
$120,224$120,224$164,507$182,707$182,707
11-3031.00 57 $205,250 N/A
$190,000$190,000$205,250$277,410$277,410
13-1111.00 55 $159,000 N/A
$131,900$131,900$159,000$200,000$200,000
15-1133.00 48 $115,000 N/A
$96,400$96,400$115,000$144,000$144,000
Financial Specialists, All Other 45 $67,122 -16.3%
$61,000$61,000$67,122$77,522$77,522
Actuaries 45 $102,814 -18.3%
$67,496$67,496$102,814$146,744$146,744
15-1212.00 36 $150,000 N/A
$120,000$120,000$150,000$175,000$175,000
15-2041.00 36 $119,374 N/A
$92,000$92,000$119,374$137,000$137,000
15-1141 28 $92,500 N/A
$76,003$76,003$92,500$100,277$100,277
15-1299.09 26 $176,200 N/A
$155,000$155,000$176,200$200,000$200,000
Compliance Officers 25 $70,779 -9.7%
$59,000$59,000$70,779$93,000$93,000
15-1131 25 $61,000 N/A
$61,000$61,000$61,000$61,800$61,800
15-1142 19 $77,751 N/A
$62,388$62,388$77,751$90,000$90,000
15-2011.00 19 $123,833 N/A
$97,000$97,000$123,833$157,000$157,000
15-1199.00 17 $135,182 N/A
$112,000$112,000$135,182$151,500$151,500
15-1199.09 16 $139,719 N/A
$113,000$113,000$139,719$170,000$170,000
3021-11-01 16 $127,000 N/A
$100,173$100,173$127,000$152,901$152,901
Logisticians 14 $87,000 +7.6%
$69,000$69,000$87,000$117,000$117,000
15-1253.00 14 $133,100 N/A
$105,000$105,000$133,100$140,000$140,000
15-2051.00 14 $93,741 N/A
$76,960$76,960$93,741$137,000$137,000
Market Research Analysts and Marketing Specialists 13 $76,000 -1.2%
$59,500$59,500$76,000$87,000$87,000
13-2011.02 13 N/A N/A
Insufficient data for salary range.
15-2031.00 13 $123,000 N/A
$87,776$87,776$123,000$179,000$179,000
Financial Examiners 11 $120,099 +32.9%
$106,350$106,350$120,099$120,266$120,266
15-1051.00 11 N/A N/A
Insufficient data for salary range.
Industrial Engineers 11 $122,000 +20.6%
$85,000$85,000$122,000$140,000$140,000
15-1121.00 10 $119,336 N/A
$102,000$102,000$119,336$132,000$132,000
15-1211.00 10 $154,000 N/A
$104,500$104,500$154,000$177,500$177,500
19-3011.00 10 $108,467 N/A
$94,536$94,536$108,467$110,074$110,074
Nov-31 9 $168,418 N/A
$131,248$131,248$168,418$190,000$190,000
13-1041.00 8 $99,413 N/A
$80,000$80,000$99,413$110,000$110,000
13-1161.00 8 $119,050 N/A
$88,700$88,700$119,050$146,300$146,300

Individual DOL Filings for Operations Research Analysts at KPMG LLP

DateSalaryPrevailing WageLevelLocationEducationStatusSource
Feb 2022 $87,100 $58,510 - Atlanta GE Master's Certified-Expired PERM
Sep 2019 $82,000 $73,778 - PORTLAND OR N/A Certified LCA
May 2019 $123,000 $89,336 - CHICAGO IL N/A Certified LCA
Apr 2019 $79,000 $72,738 - DETROIT MI N/A Certified LCA
Mar 2019 $76,017 $76,017 - MCLEAN VI N/A Certified LCA
Mar 2019 $80,000 $61,360 - NEW YORK NE N/A Certified LCA
Mar 2019 $90,000 $55,494 - ATLANTA GE N/A Certified LCA
Feb 2019 $157,000 $81,536 - Midland MI N/A Certified LCA
Feb 2019 $95,000 $83,866 - NEW YORK NE N/A Certified LCA
Feb 2019 $157,000 $69,888 - Miami FL N/A Certified LCA
Jan 2019 $73,000 $59,696 - MIAMI FL N/A Certified LCA
Jan 2019 $73,000 $59,696 - MIAMI FL N/A Certified-Withdrawn LCA
Jan 2019 $66,000 $59,342 - Detroit MI N/A Certified LCA
Jan 2019 $150,800 $87,506 - Santa Clara CA N/A Certified-Withdrawn LCA
Jan 2019 $110,000 $89,336 - CHICAGO IL N/A Certified LCA
Jan 2019 $83,866 $83,866 - New York NE N/A Certified LCA
Dec 2018 $74,700 $70,741 - Dallas TE N/A Certified LCA
Nov 2018 $74,700 $52,853 - DENVER CO N/A Certified LCA
Nov 2018 $95,500 $74,214 - HOUSTON TX N/A Certified LCA
Nov 2018 $74,700 $63,648 - CHICAGO IL N/A Certified LCA
Nov 2018 $64,500 $61,360 - NEW YORK NY N/A Certified LCA
Nov 2018 $150,800 $87,506 - SANTA CLARA CA N/A Certified LCA
Oct 2018 $74,000 $55,494 - ATLANTA GA N/A Certified LCA
Oct 2018 $129,000 $53,664 - SACRAMENTO CA N/A Certified LCA
Oct 2018 $113,000 $106,350 - MONTVALE NJ N/A Certified LCA
Oct 2018 $112,000 $106,350 - NEW YORK NY N/A Certified LCA
Oct 2018 $125,000 N/A - DALLAS TX N/A Certified LCA
Oct 2018 $76,814 N/A - MINNEAPOLIS MN N/A Certified LCA
Sep 2018 $80,000 $70,800 - MCLEAN VA N/A Certified LCA
Sep 2018 $80,000 $76,502 - CHICAGO IL N/A Certified LCA
Sep 2018 $110,400 $86,133 - DETROIT MI N/A Certified LCA
Sep 2018 $74,000 $70,741 - DALLAS TX N/A Certified LCA
Aug 2018 $69,514 $51,355 - SANTA CLARA CA N/A Certified LCA
Aug 2018 $102,000 $53,664 - SACRAMENTO CA N/A Certified LCA
Aug 2018 $78,707 $62,400 - CHARLOTTE NC N/A Certified LCA
Aug 2018 $78,582 $78,582 - SEATTLE WA N/A Certified-Withdrawn LCA
Aug 2018 $200,000 $102,190 - CHICAGO IL N/A Certified LCA
Aug 2018 $123,000 $89,336 - CHICAGO IL N/A Certified LCA
Aug 2018 $77,000 $76,502 - CHICAGO IL N/A Certified LCA
Aug 2018 $88,600 $69,430 - SANTA CLARA CA N/A Certified LCA
Aug 2018 $108,000 $87,797 - STAMFORD CT N/A Certified-Withdrawn LCA
Aug 2018 $83,866 $83,866 - NEW YORK NY N/A Certified LCA
Aug 2018 $107,000 $89,128 - WASHINGTON DC N/A Certified LCA
Aug 2018 $70,000 $59,696 - MIAMI FL N/A Certified LCA
Aug 2018 $90,938 $69,430 - SANTA CLARA CA N/A Certified LCA
Aug 2018 $175,000 $142,293 - SHORT HILLS NJ N/A Certified LCA
Aug 2018 $63,731 $61,360 - NEW YORK NY N/A Certified LCA
Aug 2018 $86,000 $73,861 - OMAHA NE N/A Certified-Withdrawn LCA
Jul 2018 $170,000 $102,190 - CHICAGO IL N/A Certified LCA
Jul 2018 $121,000 $72,654 - IRVINE CA N/A Certified LCA
Jul 2018 $108,765 $76,419 - DENVER CO N/A Certified-Withdrawn LCA
Jul 2018 $110,000 $84,552 - LOS ANGELES CA N/A Certified-Withdrawn LCA
Jul 2018 $72,000 $54,579 - CHICAGO IL N/A Certified-Withdrawn LCA
Jul 2018 $118,000 $78,582 - SEATTLE WA N/A Certified-Withdrawn LCA
Jul 2018 $64,500 $59,238 - NEW YORK NY N/A Certified-Withdrawn LCA
Jul 2018 $88,000 $52,666 - SACRAMENTO CA N/A Certified-Withdrawn LCA
Jul 2018 $77,400 $67,142 - SANTA CLARA CA N/A Certified-Withdrawn LCA
Jul 2018 $90,000 $71,718 - SAN DIEGO CA N/A Certified-Withdrawn LCA
Jul 2018 $80,000 $56,576 - IRVINE CA N/A Certified-Withdrawn LCA
Jul 2018 $65,900 $51,418 - DALLAS TX N/A Certified-Withdrawn LCA
Jul 2018 $63,000 $50,211 - LOS ANGELES CA N/A Certified-Withdrawn LCA
Jul 2018 $143,000 $103,043 - MINNEAPOLIS MN N/A Certified-Withdrawn LCA
Jul 2018 $131,000 $85,155 - MONTVALE NJ N/A Certified-Withdrawn LCA
Jul 2018 $66,500 $49,358 - DENVER CO N/A Certified-Withdrawn LCA
Jul 2018 $131,000 $85,155 - NEW YORK NY N/A Certified-Withdrawn LCA
Jul 2018 $77,000 $66,560 - DALLAS TX N/A Certified-Withdrawn LCA
Jul 2018 $54,000 $41,704 - ATLANTA GA N/A Certified-Withdrawn LCA
Jul 2018 $93,000 $83,866 - NEW YORK NY N/A Certified LCA
Jul 2018 $66,400 $41,704 - ATLANTA GA N/A Certified-Withdrawn LCA
Jul 2018 $93,000 $83,866 - NEW YORK NY N/A Certified LCA
Jul 2018 $62,000 $59,342 - DETROIT MI N/A Certified LCA
Jul 2018 $193,000 $97,510 - BOSTON MA N/A Certified LCA
Jul 2018 $137,000 $94,224 - PHILADELPHIA PA N/A Certified LCA
Jul 2018 $275,000 $120,869 - SHORT HILLS NJ N/A Certified LCA
Jul 2018 $128,000 $63,357 - ATLANTA GA N/A Certified LCA
Jun 2018 $106,700 $87,173 - SANTA CLARA CA N/A Certified LCA
Jun 2018 $96,000 $58,219 - BOSTON MA N/A Certified LCA
Jun 2018 $59,238 $59,238 - NEW YORK NY N/A Certified LCA
Jun 2018 $103,000 $89,900 - NEW YORK NY N/A Certified LCA
Jun 2018 $140,900 $136,968 - MONTVALE NJ N/A Certified LCA
Jun 2018 $107,000 $62,899 - DENVER CO N/A Certified LCA
Jun 2018 $137,000 $77,854 - BOSTON MA N/A Certified LCA
Jun 2018 $94,000 $78,478 - RADNOR PA N/A Certified LCA
Jun 2018 $101,275 $101,275 - SHORT HILLS NJ N/A Certified LCA
May 2018 $119,000 $111,051 - NEW YORK NY N/A Certified LCA
May 2018 $76,000 $75,000 - NEW YORK NY N/A Certified LCA
May 2018 $149,000 $65,104 - MIAMI FL N/A Certified LCA
May 2018 $78,000 $59,238 - NEW YORK NY N/A Certified LCA
May 2018 $123,000 $85,426 - CHICAGO IL N/A Certified LCA
May 2018 $100,000 $66,560 - DALLAS TX N/A Certified LCA
Apr 2018 $87,173 $87,173 - SANTA CLARA CA N/A Certified LCA
Apr 2018 $65,900 $51,418 - DALLAS TX N/A Certified LCA
Apr 2018 $73,000 $72,779 - DETROIT MI N/A Certified LCA
Apr 2018 $111,000 $89,900 - NEW YORK NY N/A Certified LCA
Apr 2018 $78,500 $73,800 - SAN FRANCISCO CA N/A Certified LCA
Apr 2018 $74,000 $73,736 - MINNEAPOLIS MN N/A Certified LCA
Apr 2018 $80,400 $67,142 - SANTA CLARA CA N/A Certified LCA
Apr 2018 $107,000 $81,682 - SHORT HILLS NJ N/A Certified LCA
Apr 2018 $95,000 $85,155 - NEW YORK NY N/A Certified LCA
Apr 2018 $93,000 $62,899 - DENVER CO N/A Certified LCA
Apr 2018 $100,000 $66,560 - DALLAS TX N/A Certified LCA
Apr 2018 $119,000 $111,051 - NEW YORK NY N/A Certified LCA
Apr 2018 $165,000 $89,960 - DENVER CO N/A Certified-Withdrawn LCA
Apr 2018 $165,000 $136,968 - NEW YORK NY N/A Certified LCA
Apr 2018 $77,000 $75,000 - NEW YORK NY N/A Certified LCA
Mar 2018 $165,000 $89,960 - DENVER CO N/A Certified LCA
Mar 2018 $62,000 $59,405 - DETROIT MI N/A Certified LCA
Mar 2018 $71,656 $71,656 - SACRAMENTO CA N/A Certified-Withdrawn LCA
Mar 2018 $102,000 $52,520 - ATLANTA GA N/A Certified LCA
Mar 2018 $71,656 $71,656 - SACRAMENTO CA N/A Certified LCA
Mar 2018 $123,000 $85,426 - CHICAGO IL N/A Certified LCA
Mar 2018 $100,700 $91,915 - SEATTLE WA N/A Certified LCA
Mar 2018 $51,314 $51,314 - ST LOUIS MO N/A Certified-Withdrawn LCA
Mar 2018 $165,000 $89,960 - DENVER CO N/A Withdrawn LCA
Mar 2018 $149,000 $65,104 - MIAMI FL N/A Certified LCA
Mar 2018 $83,000 $75,000 - NEW YORK NY N/A Certified LCA
Mar 2018 $89,000 $85,155 - NEW YORK NY N/A Certified LCA
Mar 2018 $85,155 $85,155 - NEW YORK NY N/A Certified LCA
Mar 2018 $97,000 $85,426 - CHICAGO IL N/A Certified LCA
Mar 2018 $92,000 $70,678 - IRVINE CA N/A Certified LCA
Mar 2018 $82,000 $75,000 - NEW YORK NY N/A Certified LCA
Mar 2018 $88,600 $87,173 - SANTA CLARA CA N/A Certified LCA
Mar 2018 $88,000 $52,666 - SACRAMENTO CA N/A Certified LCA
Mar 2018 $98,000 $87,173 - SANTA CLARA CA N/A Certified LCA
Mar 2018 $77,000 $69,992 - CHICAGO IL N/A Certified LCA
Mar 2018 $83,000 $74,100 - CHICAGO IL N/A Certified LCA
Mar 2018 $97,000 $85,426 - CHICAGO IL N/A Certified LCA
Mar 2018 $65,500 $61,651 - CEDAR RAPIDS IA N/A Certified-Withdrawn LCA
Mar 2018 $123,000 $85,426 - CHICAGO IL N/A Certified LCA
Mar 2018 $80,000 $52,520 - ATLANTA GA N/A Certified LCA
Mar 2018 $111,051 $111,051 - NEW YORK NY N/A Certified LCA
Mar 2018 $117,600 $107,203 - SANTA CLARA CA N/A Certified LCA
Mar 2018 $80,000 $67,392 - LOS ANGELES CA N/A Certified LCA
Mar 2018 $105,000 $85,155 - NEW YORK NY N/A Certified LCA
Mar 2018 $62,000 $59,405 - DETROIT MI N/A Certified LCA
Feb 2018 $104,400 $85,155 - MONTVALE NJ N/A Certified LCA
Feb 2018 $144,200 $136,968 - MONTVALE NJ N/A Certified LCA
Feb 2018 $85,155 $85,155 - MONTVALE NJ N/A Certified LCA
Feb 2018 $85,155 $66,560 - DALLAS TX N/A Certified LCA
Feb 2018 $111,051 $111,051 - MONTVALE NJ N/A Certified LCA
Feb 2018 $74,630 $52,520 - ATLANTA GA N/A Certified-Withdrawn LCA
Feb 2018 $72,000 $59,238 - NEW YORK NY N/A Certified-Withdrawn LCA
Feb 2018 $111,051 $111,051 - MONTVALE NJ N/A Certified LCA
Feb 2018 $125,400 $111,051 - MONTVALE NJ N/A Withdrawn LCA
Feb 2018 $111,051 $111,051 - MONTVALE NJ N/A Certified LCA
Feb 2018 $111,051 $111,051 - MONTVALE NJ N/A Certified LCA
Feb 2018 $70,000 $59,238 - NEW YORK NY N/A Certified LCA
Feb 2018 $87,000 $74,464 - COLLEGEVILLE PA N/A Certified LCA
Feb 2018 $87,000 $71,136 - MELVILLE NY N/A Certified LCA
Feb 2018 $160,000 $98,883 - SEAL BEACH CA N/A Certified LCA
Feb 2018 $65,500 $54,579 - CHICAGO IL N/A Certified LCA
Feb 2018 $85,155 $85,155 - NEW YORK NY N/A Certified LCA
Feb 2018 $70,000 $59,238 - NEW YORK NY N/A Withdrawn LCA
Feb 2018 $82,763 $82,763 - SAN FRANCISCO CA N/A Certified LCA
Feb 2018 $95,000 $66,560 - DALLAS TX N/A Certified LCA
Feb 2018 $111,051 $111,051 - NEW YORK NY N/A Certified LCA
Feb 2018 $80,000 $67,392 - LOS ANGELES CA N/A Certified LCA
Feb 2018 $65,000 $58,718 - MILWAUKEE WI N/A Certified LCA
Feb 2018 $85,000 $65,250 - SEATTLE WA N/A Certified LCA
Feb 2018 $84,000 $62,899 - DENVER CO N/A Certified LCA
Feb 2018 $66,500 $49,358 - DENVER CO N/A Certified LCA
Feb 2018 $137,000 $77,854 - BOSTON MA N/A Certified LCA
Feb 2018 $66,400 $59,238 - NEW YORK NY N/A Certified LCA
Feb 2018 $65,500 $54,579 - CHICAGO IL N/A Certified LCA
Feb 2018 $60,000 $59,238 - NEW YORK NY N/A Certified LCA
Feb 2018 $61,500 $51,418 - DALLAS TX N/A Certified LCA
Jan 2018 $77,000 $69,992 - CHICAGO IL N/A Certified LCA
Jan 2018 $85,000 $59,238 - NEW YORK NY N/A Certified LCA
Jan 2018 $65,000 $41,704 - ATLANTA GA N/A Certified LCA
Jan 2018 $66,500 $62,733 - PHILADELPHIA PA N/A Certified LCA
Jan 2018 $62,200 $41,704 - ATLANTA GA N/A Certified LCA
Jan 2018 $64,500 $59,238 - NEW YORK NY N/A Certified LCA
Jan 2018 $82,500 $66,560 - DALLAS TX N/A Certified LCA
Jan 2018 $135,000 $87,173 - SANTA CLARA CA N/A Certified LCA
Jan 2018 $72,779 $72,779 - DETROIT MI N/A Certified LCA
Dec 2017 $78,582 $78,582 - SEATTLE WA N/A Certified LCA
Dec 2017 $81,000 $69,992 - CHICAGO IL N/A Certified LCA
Dec 2017 $66,500 $59,238 - NEW YORK NY N/A Certified LCA
Nov 2017 $155,000 $85,426 - CHICAGO IL N/A Certified LCA
Nov 2017 $111,000 $101,587 - SAN FRANCISCO CA N/A Certified LCA
Nov 2017 $80,000 $78,478 - PHILADELPHIA PA N/A Certified LCA
Oct 2017 $90,000 $78,582 - SEATTLE WA N/A Certified LCA
Sep 2017 $87,173 $87,173 - SANTA CLARA CA N/A Certified LCA
Sep 2017 $130,000 $69,992 - CHICAGO IL N/A Certified LCA
Sep 2017 $88,000 $85,155 - NEW YORK NY N/A Certified LCA
Sep 2017 $94,200 $62,899 - DENVER CO N/A Certified LCA
Aug 2017 $68,000 $56,576 - IRVINE CA N/A Certified LCA
Aug 2017 $120,000 $52,894 - KNOXVILLE TN N/A Certified-Withdrawn LCA
Aug 2017 $59,400 $55,744 - NEW YORK NY N/A Certified-Withdrawn LCA
Aug 2017 $120,000 $111,051 - NEW YORK NY N/A Certified LCA
Aug 2017 $77,000 $59,238 - NEW YORK NY N/A Certified LCA
Aug 2017 $80,000 $66,560 - DALLAS TX N/A Certified LCA
Jul 2017 $65,500 $55,744 - NEW YORK NY N/A Certified-Withdrawn LCA
Jul 2017 $61,000 $53,040 - LOS ANGELES CA N/A Certified-Withdrawn LCA
Jul 2017 $82,139 $82,139 - NEW YORK NY N/A Certified-Withdrawn LCA
Jul 2017 $89,500 $59,238 - NEW YORK NY N/A Certified LCA
Jul 2017 $53,000 $40,394 - ATLANTA GA N/A Certified-Withdrawn LCA
Jul 2017 $63,500 $57,512 - DENVER CO N/A Certified-Withdrawn LCA
Jul 2017 $63,500 $57,512 - DENVER CO N/A Certified-Withdrawn LCA
Jul 2017 $88,000 $85,155 - NEW YORK NY N/A Certified LCA

DOL data does not contain worker names. Only employer, salary, and job details are shown.

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Education Requirements

From PERM filings
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Source: US Department of Labor, Office of Foreign Labor Certification (OFLC) public disclosure files (PERM Form ETA-9089 and LCA Form ETA-9035), and US Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS). Salary figures represent employer filings and government survey estimates, not individual worker pay.

Data covers DOL filings from 2011 to 2025.