CV Screening Support AI Agent Across 100 Industries

This role is designed to organize resume evidence against job-related criteria without replacing human hiring judgment. The target deliverable is a structured screening summary. A useful evaluation should track evidence coverage, reviewer agreement and screening time, plus human correction rate, exception rate, latency and total cost per accepted output.

Industry context changes the sources, permissions and review boundary, but the underlying task definition should remain explicit enough to compare implementations fairly.