AI-based matching compares a candidate’s skills, experience, and preferences against a job’s requirements. It scores and ranks candidates instead of relying on keyword search alone. The same matching can also suggest open roles to candidates. It saves recruiters from manually screening every resume. Matching quality depends heavily on how well the job and candidate data are structured.