Candidate Matching

Candidate matching is the automated process of scoring and ranking candidates based on how well their qualifications align with job requirements.

What is Candidate Matching?

AI candidate matching goes beyond simple keyword matching to understand semantic relationships between candidate qualifications and job requirements. It evaluates skills (including related skills), experience levels, education, and other factors to produce a fit score.

Modern matching systems provide explainable results - showing which skills matched, which are missing, and how each factor contributed to the score. This transparency helps recruiters make informed decisions and ensures compliance with hiring regulations.

Key Points

Scores candidates against job requirements
Uses semantic AI, not just keywords
Provides explainable match breakdowns
Reduces manual screening time by 85%
Improves quality of hire

Related Products

RecruitAI products that use candidate matching

Frequently Asked Questions

How is AI matching different from keyword matching?

Keyword matching only finds exact text matches. AI matching understands semantic relationships - knowing 'React' relates to 'JavaScript' and 'frontend development.'

See RecruitAI in action

Book a demo and learn how our AI APIs can transform your recruiting.