Public ATS APIs Let Developers Pull Normalized Job Postings Without Scraping

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Major applicant tracking systems like Greenhouse, Lever, and Ashby expose public JSON APIs that return live job postings without requiring authentication. A developer writing on DEV Community highlights that the core challenge is not access but normalization, since each platform returns data in a different structure with inconsistent fields for location, compensation, and remote status. A third-party Apify actor called Job Postings API addresses this by auto-detecting which ATS a company uses and returning a standardized record per job listing. The post notes that Ashby boards stand out for publishing structured compensation data, with all 727 current OpenAI roles reportedly carrying salary ranges accessible via a simple GET request. The author cautions that fields like salary and remote status are only populated when the underlying ATS data includes them, meaning the tool normalizes shape but cannot generate missing information.

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