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OFFICIAL H-1B DISCLOSURES

Quantitative/Modeling Associate

Reported H-1B wages for this job title. Explore roles, wages, and case statuses using public Department of Labor records.

Insights follow the displayed search filters, including partial name matches. All loaded years.

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THE BIG PICTURE

Quantitative/Modeling Associate insights

Official U.S. DOL records
Total filings51All loaded years · FY 2016–2026
Median yearly base salary$83,25250 eligible salary records
Employer names2Distinct reported names
Typical salary range$75,650–$93,132Middle 50% of yearly wages

Filing & salary trends

How reported activity and wages changed over time

All loaded years · FY 2016–2026
0491318FY 2016: 6 filings16FY 2017: 6 filings17FY 2018: 9 filings18FY 2019: 16 filings19FY 2020: 13 filings20FY 2021: 1 filings21Fiscal year
FY 20211 filings$110,469 median · n=1

*FY 2026 covers Q1–Q3 through June; earlier years cover full fiscal years. Median: certified, positive yearly base wages; nominal USD.

Salary distribution

Where reported yearly base wages concentrate

All loaded years · FY 2016–2026
$75k–$100kMost common wage band
$0$125k$250k+

$25k bands · 50 certified filings with positive yearly wages. Final band includes all wages ≥$250k.

Most reported roles

Explore job mix and compare reported wages

All loaded years · FY 2016–2026

Top 4 by filing volume. Medians use certified, positive yearly wages. Bars start at zero.

Leading worksite cities

Where filings are concentrated

All loaded years · FY 2016–2026

Top 8 by filing volume. Medians use certified, positive yearly wages. Bars start at zero.

Case outcomes

Certification and withdrawal context

All loaded years · FY 2016–2026
98.0%Certified LCAs
Certified50 98.0%
Denied1 2.0%

Denominator: all 51 matching filings. LCA certification is not a visa approval rate.

Leading employers

Companies with the most matching filings

All loaded years · FY 2016–2026

Top 1 by filing volume. Medians use certified, positive yearly wages. Bars start at zero.

Salary benchmarks

Reported wage percentiles, from P10 to P90

All loaded years · FY 2016–2026
$83,252Median reported annual base wage
10th percentile$67,538
25th percentile$75,650
Median (50th)$83,252
75th percentile$93,132
90th percentile$102,275

n=50 certified filings with positive yearly wages. Percentiles describe filings, not unique workers or total compensation.

Source: U.S. Department of Labor LCA disclosures · FY 2016–2026 (FY 2026 partial) · salary charts exclude non-yearly pay, non-certified cases, and missing or non-positive wages. Coverage & methodology

Salary filing history

51 matching H-1B filings

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Reported base wages in USD · pay period shown beside each amount · select a salary for case details

EmployerJob titleBase salaryLocationSubmit dateStart date
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$110,469 /yr

I-200-21043-074756
Reported wage: $110,469–$122,412 / year
Annualized: $110,469
Status: Certified
Fiscal year: 2021
Decision: 2021-02-22
Employment end: 2022-09-30
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Chicago, IL02/12/202103/15/2021
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$110,000 /yr

I-200-20162-642077
Reported wage: $110,000 / year
Annualized: $110,000
Status: Certified
Fiscal year: 2020
Decision: 2020-06-17
Employment end: 2023-06-28
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Washington, DC06/10/202006/29/2020
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$90,542 /yr

I-200-20142-592301
Reported wage: $90,542–$101,000 / year
Annualized: $90,542
Status: Certified
Fiscal year: 2020
Decision: 2020-05-29
Employment end: 2023-08-26
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OH05/21/202008/27/2020
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$86,674 /yr

I-200-20133-565229
Reported wage: $86,674–$101,060 / year
Annualized: $86,674
Status: Certified
Fiscal year: 2020
Decision: 2020-05-19
Employment end: 2023-09-14
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OH05/12/202009/15/2020
Keybank National AssociationQuantitative/Modeling Associate

Filing details

$79,726 /yr

I-200-20120-529098
Reported wage: $79,726–$95,000 / year
Annualized: $79,726
Status: Certified
Fiscal year: 2020
Decision: 2020-05-06
Employment end: 2023-08-26
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OH04/29/202008/27/2020
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$106,787 /yr

I-200-20077-413161
Reported wage: $106,787–$120,200 / year
Annualized: $106,787
Status: Certified
Fiscal year: 2020
Decision: 2020-03-24
Employment end: 2023-07-31
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Chicago, IL03/17/202008/01/2020
Keybank National AssociationQuantitative/Modeling Associate

Filing details

$86,278 /yr

I-200-20072-400633
Reported wage: $86,278–$107,000 / year
Annualized: $86,278
Status: Certified
Fiscal year: 2020
Decision: 2020-03-19
Employment end: 2023-07-09
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OH03/12/202007/10/2020
Keybank National AssociationSr. Quantitative/Modeling Associate ñ Model Monitoring

Filing details

$93,538 /yr

I-200-20071-398822
Reported wage: $93,538–$115,000 / year
Annualized: $93,538
Status: Certified
Fiscal year: 2020
Decision: 2020-03-18
Employment end: 2023-04-12
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Hockessin, DE03/11/202004/13/2020
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$99,112 /yr

I-200-20059-360082
Reported wage: $99,112–$110,000 / year
Annualized: $99,112
Status: Certified
Fiscal year: 2020
Decision: 2020-03-05
Employment end: 2023-08-16
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OH02/27/202008/16/2020
Keybank National AssociationQuantitative/Modeling Associate

Filing details

$101,774 /yr

I-200-20035-298247
Reported wage: $101,774–$110,000 / year
Annualized: $101,774
Status: Certified
Fiscal year: 2020
Decision: 2020-02-11
Employment end: 2023-02-13
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Hasbrouck Heights, NJ02/04/202002/14/2020
Keybank National AssociationQuantitative/Modeling Associate

Filing details

$77,917 /yr

I-200-20016-259259
Reported wage: $77,917–$90,000 / year
Annualized: $77,917
Status: Certified
Fiscal year: 2020
Decision: 2020-01-24
Employment end: 2023-02-16
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OH01/16/202002/17/2020
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$93,538 /yr

I-200-19358-215402
Reported wage: $93,538 / year
Annualized: $93,538
Status: Certified
Fiscal year: 2020
Decision: 2020-01-01
Employment end: 2023-04-01
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Middletown, DE12/24/201904/02/2020
Keybank National AssociationQuantitative/Modeling Associate

Filing details

$90,542 /yr

I-200-19310-130756
Reported wage: $90,542–$98,000 / year
Annualized: $90,542
Status: Certified
Fiscal year: 2020
Decision: 2019-11-14
Employment end: 2022-11-14
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OH11/06/201911/15/2019
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$113,630 /yr

I-200-19291-095155
Reported wage: $113,630–$135,000 / year
Annualized: $113,630
Status: Certified
Fiscal year: 2020
Decision: 2019-10-25
Employment end: 2022-11-17
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Chicago, IL10/18/201911/18/2019
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$89,398 /yr

I-200-19210-133829
Reported wage: $89,398–$105,800 / year
Annualized: $89,398
Status: Certified
Fiscal year: 2019
Decision: 2019-08-05
Employment end: 2022-08-12
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OHIO07/30/201908/13/2019
Keybank National AssociationQuantitative/Modeling Associate

Filing details

$78,333 /yr

I-200-19177-553626
Reported wage: $78,333–$89,820 / year
Annualized: $78,333
Status: Certified
Fiscal year: 2019
Decision: 2019-07-05
Employment end: 2022-08-15
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Auburn, ALABAMA06/28/201908/16/2019
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$80,642 /yr

I-200-19176-725736
Reported wage: $80,642–$110,000 / year
Annualized: $80,642
Status: Certified
Fiscal year: 2019
Decision: 2019-07-02
Employment end: 2022-08-11
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OHIO06/26/201908/12/2019
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$86,382 /yr

I-200-19151-044824
Reported wage: $86,382–$96,000 / year
Annualized: $86,382
Status: Certified
Fiscal year: 2019
Decision: 2019-06-10
Employment end: 2022-08-15
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OHIO06/04/201908/16/2019
Keybank National AssociationQuantitative/Modeling Associate

Filing details

$80,642 /yr

I-200-19151-948495
Reported wage: $80,642–$95,000 / year
Annualized: $80,642
Status: Certified
Fiscal year: 2019
Decision: 2019-06-10
Employment end: 2022-08-15
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OHIO06/04/201908/16/2019
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$86,382 /yr

I-200-19155-756248
Reported wage: $86,382–$89,820 / year
Annualized: $86,382
Status: Certified
Fiscal year: 2019
Decision: 2019-06-10
Employment end: 2022-08-15
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OHIO06/04/201908/16/2019
Keybank National AssociationQuantitative/Modeling Associate (Risk Modeling & Analytics)

Filing details

$70,720 /yr

I-200-19135-683269
Reported wage: $70,720–$85,000 / year
Annualized: $70,720
Status: Certified
Fiscal year: 2019
Decision: 2019-05-29
Employment end: 2022-06-10
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Chicago, ILLINOIS05/22/201906/11/2019
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$99,341 /yr

I-200-19050-018942
Reported wage: $99,341–$110,000 / year
Annualized: $99,341
Status: Certified
Fiscal year: 2019
Decision: 2019-02-27
Employment end: 2022-08-19
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OHIO02/21/201908/19/2019
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$96,658 /yr

I-200-19050-089906
Reported wage: $96,658–$110,000 / year
Annualized: $96,658
Status: Certified
Fiscal year: 2019
Decision: 2019-02-27
Employment end: 2022-08-19
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Chicago, ILLINOIS02/21/201908/19/2019
Keybank National AssociationQuantitative/Modeling Associate

Filing details

$72,634 /yr

I-200-19050-654721
Reported wage: $72,634–$76,500 / year
Annualized: $72,634
Status: Certified
Fiscal year: 2019
Decision: 2019-02-27
Employment end: 2022-08-19
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OHIO02/21/201908/19/2019
Keybank National AssociationSr. Quantitative/Modeling Associate

Filing details

$86,382 /yr

I-200-18339-431256
Reported wage: $86,382–$90,000 / year
Annualized: $86,382
Status: Certified
Fiscal year: 2019
Decision: 2018-12-12
Employment end: 2022-03-06
Worker positions: 1

Employer-reported disclosure · Base wage, not total compensation.

Cleveland, OHIO12/06/201803/07/2019

These records describe employer-reported wages, not total compensation. A certified LCA does not establish that a visa was granted or that an employer is currently hiring. Read the methodology and coverage.