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Four Remote Job Boards Offer Free Public APIs — Here Is How to Unify Them

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Four major remote job boards — RemoteOK, Remotive, WeWorkRemotely, and Himalayas — provide publicly accessible, keyless API endpoints that require no sign-up to use. Each source returns data in a different format, with variations in salary representation, date formats, and job field structures, making normalization the primary technical challenge. A unified row schema has been proposed that accommodates both numeric salary fields and free-text salary strings, while standardizing all dates to ISO 8601 format. Deduplication based on lowercased title and company name is recommended, as the same listings frequently appear across multiple boards. All four platforms require attribution via a link back as a condition of use, and carrying source metadata on every record satisfies those terms while also providing data provenance.

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Four Remote Job Boards Offer Free Public APIs — Here Is How to Unify Them · ShortSingh