What is AI matching (talent)?

AI matching scores the fit between candidates and roles using skills, experience, salary expectations, location, and preferences, replacing keyword search with ranked recommendations. Modern implementations combine deterministic scoring (auditable, repeatable) with language-model reasoning, and best practice adds an explanation layer plus human review of every consequential decision.