Built for
Engineering roles that stay open too long
Every serious evaluation costs senior engineering hours, so the funnel starves long before the market runs out of names.
Read → Concepts
Talent mapping is a picture of the market, not a hire
A map shows who works where and who is stuck. It does not book the interview. Use it to write the bar. Then run the search.
Read → Product
Semantic AI sourcing across 860M profiles
Keyword search finds people who used your words. Semantic sourcing reads 860M+ profiles by meaning and finds the people who do the work, with the biggest expected gains on long-tail roles.
Read → Research
Mira-Embeddings-V1: Domain-Adapted Semantic Reranking for Recruitment via LLM-Synthesized Data
A recruitment-domain semantic reranking system that uses LLM-synthesized supervision and boundary-aware reranking to improve candidate retrieval recall.
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