One Interview Every Nine Seconds: Inside Mercor's AI Hiring Machine

Mercor's AI interviewer Monty runs 10,000 screening sessions every day — one new interview beginning every nine seconds. The company went from zero to a $10 billion valuation in just a few years, now serving six of the seven biggest tech companies on the planet. But for all that scale, Mercor only solves half the hiring equation. Technical assessment at speed? Done. Salary expectations, communication style, culture fit, relocation readiness? That's still wide open — and it's where the next wave of HR tools is landing. In this episode, we break down what Mercor's platform actually does, where it stops, and how the smartest HR teams are pairing technical screening with conversation-layer tools to cover the whole pre-recruiter funnel before a human ever picks up the phone.