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For technical recruiters, dev-tool sellers and agencies targeting companies scaling their engineering org.
Engineering hiring is a strong tell for two very different buyers. If you sell developer tools, infrastructure, or observability, a company opening ten backend roles is a company whose stack is about to grow and whose budget is about to be spent. If you place engineers, those same postings are your live req list. Either way you want companies, not a wall of duplicate postings.
For engineering specifically, the most durable source is a company's own public ATS board (Greenhouse, Lever, Ashby). It is structured, login-free, ToS-safe, and it tells you the true open-role count and the dominant function — so you can rank companies by how hard they are actually scaling engineering right now.
ATS Hiring Signal Finder — $0.01 per company. Engineering orgs almost always run a public Greenhouse/Lever/Ashby board — reading it directly is cleaner and cheaper than scraping job aggregators.
You give company ATS handles or public board URLs (Greenhouse, Lever, Ashby); you get one scored hiring-signal record per company — open-role count, the roles, a deterministic signal, locations, a score, and evidence URLs. Run it on Apify (export JSON/CSV/Excel, or call it via the Apify API/MCP for automation).
Public data only. Not affiliated with any company mentioned. Powered by QualifyOps on Apify. Updated 2026-07-02.