Candidate evaluation is a systematic process used to assess the qualifications, skills, and potential cultural fit of job applicants to determine their suitability for a specific role. It involves multiple stages, including resume screening, interviews, assessments, and reference checks, to ensure a comprehensive understanding of a candidate's capabilities and alignment with organizational needs.