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 filings55,087 employers9,178 US cities55 states & territories
The datasets
Each one is a published guide
Who sponsors55,087
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
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
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
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
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.
Only certified H-1B records — denied and withdrawn filings are excluded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.