USA
Our data

We parse the federal
files ourselves.

Most immigration sites quote each other. We download the raw government disclosure files, parse them, and publish what is actually in them — with the method shown so you can check or repeat it.

392,175 certified filings 55,087 employers 9,178 US cities 55 states & territories

The datasets

Each one is a published guide
Who sponsors 55,087

Every employer with a certified H-1B filing

From the Department of Labor's quarterly LCA disclosure file. Employer name, worksite city and state for every certified H-1B labor condition application this quarter — which is how you check whether a company actually sponsors, rather than taking a recruiter's word for it.

  • Ranked list of the largest IT staffing and consulting sponsors
  • Worksite cities for each firm
  • How to look up any company yourself in two minutes
See the sponsor ranking
What it pays 392,175

Salaries by occupation and city

Salary sites report what people say they earn. These are the wages employers committed to on a federal filing. We normalise hourly, weekly, bi-weekly and monthly rates to an annual figure and publish the median, 25th, 75th and 90th percentiles for every occupation with enough filings to be stable.

  • 96 occupations · 140 cities
  • Percentiles, not just medians — the spread is the useful part
  • Stated clearly as base wage, excluding equity and bonus
See the salary tables
Original analysis 14.4%

How far above the legal floor employers actually pay

Nobody else publishes this. Every H-1B filing states both the prevailing wage — the legal minimum for that occupation and metro — and the wage actually offered. We compared the two across every occupation.

  • Software Developers sit just 9.8% above their legal floor
  • Occupational Therapists sit at 0.0% — floor and market have met
  • Radiologists are filed at 186% above, where the floor is meaningless
See the comparison
Education outcomes $78,392

What a US master's actually earns afterwards

From the Department of Education's College Scorecard Field of Study file: median earnings one year after completion and median graduate debt, for a specific programme at a specific university.

  • The median CS master's programme reports $78,392 — the famous ones are outliers
  • Georgia Tech: $121,610 earnings on $21,664 debt, from the largest cohort
  • Zero of 317 data science master's report earnings — too new
See the earnings data

Method

So you can check or repeat it

Where the files come from

The H-1B data is the Office of Foreign Labor Certification's quarterly LCA disclosure file, published by the Department of Labor. The education data is the College Scorecard Field of Study file from the Department of Education. Both are public downloads, not APIs behind a key.

DOL disclosure data

What we filter and why

  • Only certified H-1B records — denied and withdrawn filings are excluded
  • Wages normalised to annual; impossible values discarded as data errors
  • Duplicate filing names merged where a firm files under several legal entities
  • Occupations and cities shown only above a minimum filing count, so percentiles are stable
  • Programme figures only where the cohort is large enough to be meaningful
Limits

What this data genuinely cannot tell you

A certified filing is not an approved visa, and not a hire. The wage is base pay, so it excludes equity and bonus — at large tech employers that is often the larger half. The file has no seniority field, so a new graduate and a principal engineer sit in the same row. And every figure is one quarter; the files are republished and the numbers move.

We say all of this inside each guide too. Knowing the edge of the evidence is part of using it.