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Sources

What each public source is, what it leaves out, and how much of the corpus it supplies.

Labor Department H-1B wage filings

7,221 rows on the site

These are wages employers offered to visa-sponsored clinicians. They are usually base pay and exclude bonuses. They over-represent international graduates, academic centers, and underserved areas.

Last ingested

Labor Department permanent labor certifications

1,301 rows on the site

Green card filings. Offered wage for one position. Small numbers per employer.

Last ingested

Federal employee pay records

36,211 rows on the site

Federal pay is set by national pay tables plus market pay. It is a poor guide to private-sector pay in the same city.

These are annualized basic pay rates, which exclude performance pay, and they name the agency, not the facility.

Last ingested

State and public university payroll

0 rows on the site

Public employee records. Often base salary from the university only, excluding practice-plan income, which can be most of a physician's pay.

Posted pay ranges

0 rows on the site

Ranges employers posted under pay transparency laws. Ranges are often wide and exclude bonuses.