DevMatchBetaDevMatchBetaSourcing is a lookup now
Who
AI researchers, flight software engineers, robotics engineers, materials scientists. The rare people behind exceptional technology.
Why DevMatch
Unique finds, not the usual profiles. Exceptional people working on exceptional technology, surfaced by what they have built.
Demo
Sign in to run this search. Free platform credits, no card required.
Platform spec — Engineers indexed 35M+ · Research engineers 2.57M · Defense engineers (SBIR) 41,811 · Retrieval lookup 353ms p50 · Every result source-linked · No LinkedIn scrape
How it works
The shortlist is the demoPaste it into the box above or email support@dev-match.xyz. One JD is enough to start, no sourcing brief required.
Engineers and researchers found through published work, technical reports, awarded contracts and code. Not through keywords lifted from a resume.
Every name arrives with evidence attached and a link back to the source behind each signal.
Guides
How space and hardtech teams shortlist flight software engineers from public work — NASA reports, papers, SBIR awards, and code — not resume keywords.
How defense, dual-use, and SBIR/STTR-backed teams shortlist engineers named from public awards, papers, reports, and code — not LinkedIn keyword theater.
More: unique-fit vs keyword recruiting · robotics firmware from public evidence · research engineers from public work · Platform vs Placement · MCP docs.
Format sample
One real public builder from the directory is linked below. The placeholder rows under it show layout only. Not a live run for the box above, not people we placed, and not a coverage claim.
Paste a job description or posting link and use Get my shortlist to run a real search.
DevMatch finds engineers and scientists from public work (papers, open source and patents) for deeptech and hardtech teams.