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Dev.to
7/22/2026
Scrape any company's job postings — Greenhouse, Lever & Ashby, with one API call

Scrape any company's job postings — Greenhouse, Lever & Ashby, with one API call

Short summary

Most tech company job boards run on Greenhouse, Lever, or Ashby, all of which expose public JSON APIs — but each returns a different schema. This post shows how to normalize them with a single Apify actor call, including real examples from Stripe, Palantir, and OpenAI. The hidden gem: Ashby boards expose structured compensation data (e.g., all 727 OpenAI roles carry pay ranges), making it a free alternative to paid salary datasets.

  • •Six major ATS platforms expose public JSON APIs but with incompatible schemas
  • •A single Apify actor normalizes all of them into one consistent record format
  • •Ashby boards expose structured salary ranges — 727 OpenAI roles all include pay data

Generated with AI, which can make mistakes.

#ai-tools#industry-adoption
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