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Data / Hiring / Operations Research Analysts

Companies hiring Operations Research Analysts: 28,715 certified H-1B and PERM cases, FY2023 to FY2026

5,582 employers had 28,715 certified H-1B and PERM cases for Operations Research Analysts (occupation code 15-2031) across 52 states, decided through June 30, 2026; the median offered wage is $116,000 a year.

SpecStream is the live web data engine for teams and agents. It reads the Department of Labor's H-1B and PERM disclosure files and keeps each employer's filings by role, place and wage. Ask for your own cut (a role, a state, a list of companies) and new filings arrive in your sheet, CRM, Slack or agent.

  • 15-2031Occupation code (SOC)

Certified cases by fiscal year

Fiscal yearCases
FY20236,787
FY20249,089
FY20256,753
FY20266,086

By state

StateCasesEmployersMedian offered
California6,3851,485$137,700
New York3,908960$133,100
Texas3,400835$107,000
Washington2,218313$126,095
Illinois1,612412$115,856
New Jersey1,585498$115,100
Massachusetts1,303444$104,062
Georgia1,265312$102,024
Florida884336$98,044
North Carolina649186$105,200
Pennsylvania647184$95,014
Virginia576171$115,000
Ohio308114$90,000
Arizona307126$87,027
Tennessee25783$97,625
Michigan227109$98,592
Utah21870$74,984
Maryland216103$100,000
Colorado18691$109,995
District of Columbia18280$110,000
Missouri18168$100,000
Connecticut17690$119,913
Minnesota13958$105,186
Delaware12342$109,387
South Carolina10147$90,000
Wisconsin9953$83,500
Oregon9635$120,343
Indiana9054$94,370
Arkansas6833$87,540
Nevada5736$96,000
Nebraska5536$70,000
Kansas4221$101,740
Oklahoma4017$72,308
Rhode Island3823$95,014
Alabama3723$94,866
Iowa3523$70,000
New Hampshire3428$88,338
Kentucky3324$96,000
Louisiana2613$64,636
Idaho2111$87,464
Mississippi1110$59,057
New Mexico106$61,181
Maine98$75,737
West Virginia97$81,200
Wyoming86$68,682
Hawaii85$109,706
North Dakota66$91,250
Alaska53$71,448
Puerto Rico44$104,500
Montana32$82,999
South Dakota31$59,010
Vermont11$55,474

Employers with the most cases

EmployerAddressCases
Amazon.com Services LLCSeattle, WA1,899
Ernst & Young U.S. LLPSecaucus, NJ1,807
Deloitte Consulting LLPPhiladelphia, PA943
Pricewaterhousecoopers Advisory Services LLCTampa, FL801
Tiger Analytics, Inc.Santa Clara, CA520
Amazon Web Services, Inc.Seattle, WA436
Intuit Inc.Mountain View, CA426
ZS Associates, Inc.Evanston, IL418
Bank Of America N.A.Charlotte, NC373
Kforce Inc.Tampa, FL333
Uber Technologies, Inc.San Francisco, CA312
Home Depot Management Company LLCAtlanta, GA297
Meta Platforms, IncMenlo Park, CA296
Citadel Americas Services LLCMiami, FL273
JPMorgan Chase & Co.Chicago, IL273
IQVIA Inc.Durham, NC268
Amazon Development Center U.S., Inc.Seattle, WA252
American Airlines, Inc.Fort Worth, TX243
Citadel Securities Americas Services LLCMiami, FL225
Deloitte & Touche LLPPhiladelphia, PA206
DoorDash, Inc.San Francisco, CA183
LinkedIn CorporationSunnyvale, CA172
Amazon Data Services, IncSeattle, WA160
Genpact LLCShort Hills, NJ160
Apple Inc.Cupertino, CA147
Cisco Systems, Inc.San Jose, CA142
Pacific Investment Management Company LLCNewport Beach, CA139
ServiceNow, Inc.Santa Clara, CA137
ByteDance Inc.San Jose, CA136
Visa U.S.A. Inc.Foster City, CA126
Axtria INCBerkeley Heights, NJ121
McKinsey & Company, Inc. United StatesNew York, NY103
Salesforce, Inc.San Francisco, CA102
Discover Products IncRiverwoods, IL98
PayPal, Inc.San Jose, CA93
OM Partners USA, Inc.Atlanta, GA91
Goldman Sachs & Co. LLCNew York, NY88
CGG Services (U.S.) Inc.Houston, TX87
Home Depot USA, Inc.Atlanta, GA83
Wayfair LLCBoston, MA83
TT Commerce & Global Services LLCCulver City, CA80
Capital One Services, LLCRichmond, VA78
T-Mobile USA, Inc.Bellevue, WA77
Applications Software Technology LLCLisle, IL77
Health Care Service CorporationChicago, IL75
LatentView Analytics CorporationPrinceton, NJ71
Google LLCMountain View, CA70
Amgen Inc.Thousand Oaks, CA66
TikTok Inc.Culver City, CA64
Amazon Advertising LLCSeattle, WA64
eBay Inc.San Jose, CA60
Bofa Securities, Inc.Charlotte, NC60
Fractal Analytics, Inc.New York, NY60
eClinicalWorks LLCWestborough, MA59
Kmk Consulting, Inc.Morristown, NJ59
Trinity Partners, LLCWaltham, MA56
Infosys LimitedRichardson, TX54
Citadel Enterprise Americas Services LLCMiami, FL52
Adobe Inc.San Jose, CA52
System Soft Technologies, LLCHerndon, VA52
Deloitte Tax LLPPhiladelphia, PA51
Incedo, Inc.Florham Park, NJ50
o9 Solutions, Inc.Dallas, TX49
Deloitte Transactions and Business Analytics LLPPhiladelphia, PA49
Bristol-Myers Squibb CompanyPrinceton, NJ48
Chime Financial, Inc.San Francisco, CA47
Staples, Inc.Framingham, MA46
Block, Inc.Oakland, CA46
The Gap, Inc.San Francisco, CA46
PCI Energy SolutionsNorman, OK45
Medline Industries, LP.Northfield, IL44
Intel CorporationSanta Clara, CA43
Dell USA L.P.Round Rock, TX42
Lenovo (United States) IncMorrisville, NC42
Stripe, Inc.South San Francisco, CA41
United Services Automobile AssociationSan Antonio, TX40
Tesla, Inc.Austin, TX40
World Wide Technology Holding Company, LLCSt. Louis, MO40
Yipit, LLCNew York, NY40
Optum Services, Inc.Eden Prairie, MN39
Robinhood Markets, Inc.Menlo Park, CA39
Slalom, Inc.Seattle, WA39
Energy Exemplar, LLCSalt Lake City, UT38
Compass Lexecon LLCBowie, MD38
The Boston Consulting Group, Inc.Boston, MA36
Pricewaterhousecoopers LLPTampa, FL36
Easy Surfaces CorporationNorcross, GA36
Apollo Management Holdings, L.P.New York, NY36
Commure, Inc.Mountain View, CA35
Uber Freight US LLCFrisco, TX34
Target Enterprise, Inc.Minneapolis, MN34
NVIDIA CorporationSanta Clara, CA33
LYFT, Inc.San Francisco, CA33
Visa Technology & Operations LLCFoster City, CA33
CRA International, Inc.Boston, MA33
Zifo Technologies, IncDeerfield, IL32
Aetna Resources LLCWoonsocket, RI32
HP Inc.Spring, TX31
Autodesk, Inc.San Francisco, CA31
Capital One, National AssociationRichmond, VA30
Ingram Micro Inc.Irvine, CA30
The PNC Financial Services Group, Inc.Pittsburgh, PA29
Ancestry.com Operations Inc.Lehi, UT29
Scale AI, Inc.San Francisco, CA29
Bayer Research and Development Services LLCSt. Louis, MO29
Phoenix Innovations LLCFlower Mound, TX29
Epsilon Data Management LLCIrving, TX28
TikTok U.S. Data Security Inc.Mountain View, CA28
Social Finance, LLCSan Francisco, CA28
USAA Federal Savings BankSan Antonio, TX28
Verkada, IncSan Mateo, CA28
Newton Consulting Inc.Warrenville, IL27
Guidehouse Inc.McLean, VA27
Accenture LLPChicago, IL27
PwC US Business Advisory LLPTampa, FL26
DB USA Core CorporationNew York, NY25
Bayer CropScience LPSt. Louis, MO25
Lenovo Global Technology (United States) IncMorrisville, NC25
New York Life Insurance CompanyNew York, NY25
The Hertz CorporationEstero, FL25
JD Logistics United States CompanyFontana, CA25
Fmr LLCBoston, MA25
Delta Air Lines, Inc.Atlanta, GA24
Rocket Mortgage, LLCDetroit, MI24
Maplebear Inc.San Francisco, CA24
Cbre, Inc.Richardson, TX24
EMC CorporationRound Rock, TX24
NIKE, Inc.Beaverton, OR23
CareSource Management Services, LLCDayton, OH23
Medallia, Inc.Pleasanton, CA23
Global Lending Services LLCGreenville, SC23
The Carlyle Group Employee Co. LLCWashington, DC23
CVS Pharmacy Inc.Woonsocket, RI23
LTIMindtree LimitedEdison, NJ23
Uniuni Logistics Inc.Brea, CA22
Caremark LLCWoonsocket, RI22
Fidelity Brokerage Services LLCBoston, MA22
DFS Corporate Services LLCRiverwoods, IL22
Centene Management Company, LLCSt. Louis, MO21
Goldman Sachs Services LLCNew York, NY21
Riot Games, Inc.Los Angeles, CA21
Thermo Fisher Scientific, Inc.Waltham, MA21
Carnival CorporationMiami, FL21
Airbnb, Inc.San Francisco, CA20
Molex, LLCLisle, IL20
Bayer U.S. LLCWhippany, NJ20
KLA CorporationMilpitas, CA20
PwC US Consulting LLPTampa, FL20
Insight Global, LLCAtlanta, GA20
Optym, Inc.Coppell, TX20
GroupM Worldwide, LLCNew York, NY20
Twilio, Inc.San Francisco, CA20
Gilead Sciences, Inc.Foster City, CA19
Citibank, N.A.New York, NY19
Evalueserve, IncRaleigh, NC19
Mid-Atlantic Permanente Medical GroupRockville, MD19
Snowflake Inc.San Mateo, CA18
AutoZone, Inc.Memphis, TN18
Informatica LLCRedwood City, CA18
Electronic Arts Inc.Redwood City, CA18
Zoetis, Inc.Parsippany, NJ18
Wells Fargo Bank, N.A.Phoenix, AZ17
United HealthCare Services, Inc.Minnetonka, MN17
Staffmark Investment LLCCincinnati, OH17
Validation Associates LLCHerndon, VA17
Pinterest, Inc.San Francisco, CA17
Teladoc Health, Inc.Purchase, NY17
Evidera, Inc.Bethesda, MD17
JustAnswer LLCSan Francisco, CA17
Western Digital Technologies, Inc.San Jose, CA17
Sony Interactive Entertainment LLCSan Mateo, CA16
Cincinnati Children's Hospital Medical CenterCincinnati, OH16
American Express CompanyNew York, NY16
Goldman Sachs Bank USANew York, NY16
Dell Marketing L.P.Round Rock, TX16
Procurement Advisors. LLCAtlanta, GA16
GlobalFoundries U.S., Inc.Malta, NY16
Flexon Technologies IncPleasanton, CA16
Cummins Inc.Nashville, TN16
Discover BankRiverwoods, IL16
Gartner, Inc.Stamford, CT15
Audible, Inc.Newark, NJ15
Insight Direct USA, Inc.Chandler, AZ15
Mongodb, Inc.New York, NY15
Experian Information Solutions Inc.Costa Mesa, CA15
Elevance Health, Inc.Indianapolis, IN15
Definitive Healthcare, LLCFramingham, MA15
Independent Project Analysis, Inc.Ashburn, VA15
Biogen Inc.Cambridge, MA15
SMS InfoComm CorporationGrapevine, TX15
Chewy, Inc.Plantation, FL15
Character Technologies Inc.Menlo Park, CA15
Epson America IncLos Alamitos, CA14
UMA Education, Inc.Tampa, FL14
People Center, Inc. d/b/a RipplingSan Francisco, CA14
Hewlett Packard Enterprise CompanySpring, TX14
Infostretch CorporationSanta Clara, CA14
Dell Products L.P.Round Rock, TX14
Capvision Pro CorporationNew York, NY14
Climate LLCSt. Louis, MO14
TOT Payments, LLCNorth Miami Beach, FL14
Zendesk, Inc.San Francisco, CA13
Anthropic, PBCSan Francisco, CA13
Deloitte LLPPhiladelphia, PA13
Rivian Automotive, LLCIrvine, CA13
BlackRock Financial Management, Inc.Princeton, NJ13
Atosa USA, Inc.Brea, CA13
SAP America, Inc.Newtown Square, PA13
Essex Lake Group LLCNew York, NY13
Jane Street Group, LLCNew York, NY13
Cigna-Evernorth Services Inc.St. Louis, MO13
Aurora Energy Research LLCAustin, TX13
Unity Technologies SFSan Francisco, CA13
AllianceBernstein L.P.Nashville, TN13
Massachusetts Institute of TechnologyCambridge, MA12
Upstart Network, Inc.San Mateo, CA12
Crrc Ma CorporationQuincy, MA12
Safeway Inc.Pleasanton, CA12
Heritage Provider Network, Inc.Northridge, CA12
TriNet USA, Inc.Dublin, CA12
Boston Medical Center CorporationBoston, MA12
Datasys Consulting & Software Inc.Princeton, NJ12
Novo Nordisk, Inc.Plainsboro, NJ12
Fti LLCBowie, MD12
AppLovin CorporationPalo Alto, CA12
Zillow, Inc.Seattle, WA12
PA Consulting Group, Inc.New York, NY12
Starbucks Coffee CompanySeattle, WA12
Cardinal HealthDublin, OH12
Motorola Solutions, Inc.Chicago, IL12
Consultadd Inc.New York, NY12
Mayo ClinicRochester, MN12
SAS Institute Inc.Cary, NC12
Government Employees Insurance Company (GEICO)Chevy Chase, MD12
Charles Schwab & Company, Inc.Westlake, TX12
Afterpay US, Inc.Oakland, CA12
Zoom Communications, Inc.San Jose, CA12
Databricks, Inc.San Francisco, CA11
Merrill LynchCharlotte, NC11
Firewood Marketing, Inc. d/b/a Media.MonksSan Francisco, CA11
Trident Seafoods CorporationSeattle, WA11
Coinbase, Inc.Oakland, CA11
SquareTrade, Inc.Brisbane, CA11
Deutsche Bank Securities, Inc.New York, NY11
University of IllinoisUrbana, IL11
NXP USA, Inc.Austin, TX11
Virginia Polytechnic Institute & State UniversityBlacksburg, VA11
Blue Cross Blue Shield of MichiganDetroit, MI11
LeanTaaS, Inc.Santa Clara, CA11
Charter Communications, Inc.St. Louis, MO11
Moody's Analytics, Inc.New York, NY11
Factspan, Inc.Seattle, WA11
Scopely, Inc.Culver City, CA11
Asana, Inc.San Francisco, CA11
H1 Insights, Inc.New York, NY11
Brex Inc.Salt Lake City, UT11
National Railroad Passenger CorporationWashington, DC11
Twitch Interactive, Inc.Seattle, WA11
Deloitte Consulting LLPPhiladelphia, 11
Viphemeral Inc.San Diego, CA11
White Collar Technologies, IncNazareth, PA10
Bold North America LLCDelray Beach, FL10
ACI Gift Cards LLCSeattle, WA10
Netflix, Inc.Los Gatos, CA10
Cainiao Supply Chain U.S. Inc.Rancho Cucamonga, CA10
New York Independent System OperatorRensselaer, NY10
i-Link Solutions, Inc.Chantilly, VA10
adidas America, Inc.Portland, OR10
HAND Enterprise Solutions USA, Inc.Ann Arbor, MI10
Tredence Inc.San Jose, CA10
The Boeing CompanyArlington, VA10
Hisense USA CorporationSuwanee, GA10
Liberty Mutual Group Inc.Boston, MA10
Cartesian, IncBoston, MA10
General Motors Financial Company, Inc.Fort Worth, TX10
MH Sub I LLCEl Segundo, CA10
Renesas Electronics America Inc.San Jose, CA10
Carvana, LLCTempe, AZ10
Arthur D. Little, LLCNew York, NY10
Kohler CompanyKohler, WI10
Nutanix, Inc.San Jose, CA10
Michaels Stores, Inc.Irving, TX10
Sanveo, Inc.Newark, CA10
Isite Technologies Inc.East Windsor, NJ10
CepheidSunnyvale, CA10
PwC US Group LLPTampa, FL10
Lawrence Livermore National Security, LLCLivermore, CA10
Wal-Mart Associates, Inc.Bentonville, AR10
United Airlines, Inc.Chicago, IL10
Ugam Solutions, Inc.Plano, TX10
BP America Inc.Houston, TX9
Palo Alto Networks, Inc.Santa Clara, CA9
Consumerinfo.com, Inc.Costa Mesa, CA9
The Bank of New York MellonPittsburgh, PA9
Sallie Mae BankNewark, DE9
Northwestern Memorial HealthCareChicago, IL9
Spreetail, LLCLincoln, NE9
Ucb, Inc.Smyrna, GA9
Rivian, LLCIrvine, CA9
MUFG Bank, Ltd.New York, NY9

Updated June 30, 2026. Read from US Department of Labor, Office of Foreign Labor Certification. Public domain (U.S. government work). A certified labor condition application (H-1B, H-1B1, E-3) or PERM labor certification is an employer filing the Department of Labor approved. It is not a count of people hired or visas issued. Wages are as the employer filed them, converted to a yearly figure at 2,080 hours; a wage whose unit is missing is left blank. The files show the first worksite of a case. Free to reuse with credit to SpecStream under CC BY 4.0. Spot a wrong value? Write to [email protected] with the link to this page.