Comparing Ten Companies' Hiring Via Public Job Boards: Remote Share, Pay and Team Mix
A developer tutorial shows how to compare open job postings across ten companies using public Greenhouse, Lever and Ashby job board APIs, which require no key. The guide defines the key metrics: remote share, pay share from structured salary fields, and team mix across departments. It provides Python and JavaScript scripts that take a snapshot of each board and reduce every job to six fields for comparison. The author notes that each metric proved misleading on the first run because companies label jobs differently, so those columns needed checking. The scripts were tested in November 2026 and output will vary as job boards change daily.
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