How AI Agents Are Reshaping Technical Recruiting

## The recruiting bottleneck Technical recruiting is slow because the highest-signal work — reading a resume against a live requisition, matching a candidate to a role, drafting a personalized outreach — is repetitive but nuanced. AI agents change the economics of this work. ## What JobHunter actually does JobHunter ingests a job description, parses the requirements into structured criteria, and then evaluates candidate profiles against those criteria with transparent scoring. Recruiters stay in control: the agent proposes, the human approves. ### Structured matching Instead of keyword matching, JobHunter builds an embedding of both the requisition and the candidate, then reasons over the gap. ### Human-in-the-loop by default Every outbound action is queued for review. Nothing is sent without approval. ## Results teams see Teams using agent-assisted screening report a meaningful reduction in time-to-first-interview while maintaining quality.