Methodology

How Hirelens collects and structures AI hiring data.

What we track

140+ AI companies across six categories: Model Labs, Infra Platforms, Data & MLOps, Applications, GPU Cloud, and Hardware & Semiconductor. Job data is refreshed weekly from each company's own job board.

Which jobs

Technical roles only — engineering, ML/AI research, data, and infrastructure. Sales, HR, finance, and operations roles are excluded.

Skills & locations

Both are parsed directly from job postings. Skills are matched against a dictionary of 220 tools and frameworks. Locations are resolved to city and country; Remote is tagged separately.