[Dataset] 6M job postings with skills, salary, seniority, location facets — from an open-source job aggregator
Reddit r/datasets1mo4 min read
I run freehire, an open-source job aggregator that ingests postings from dozens of ATS platforms (Greenhouse, Lever, Ashby, Workday, etc.), normalizes them into one schema, and runs each through a facet pipeline. Just exported the whole catalogue to Hugging Face: freehire-jobs — 6,041,471 postings. Each row is a raw posting (title, company, description, URL, source, posted_at) plus derived facets: - Dictionary-only (deterministic, no LLM): skills, seniority, category, work_mode, posting_language, employment_type, education_level, english_level, experience_years_min - Dictionary-first, LLM-fill
