Candidate matching is the process of comparing a role’s requirements with candidate evidence to identify people who may suit the work and the employment conditions. Recruiters assess factors such as skills, experience, scope, location, compensation, availability, and motivation. The result is a group of plausible candidates for review, outreach, or assessment, not a final hiring decision.<\/p>\n
Matching can be manual, rules-based, or supported by AI. A recruiter may compare a brief with applications, search an existing database, review referrals, or use software to rank records. The method changes, but the core task stays the same: translate the role into relevant criteria, find evidence for each criterion, and test gaps before presenting a candidate.<\/p>\n
Candidate matching sits between discovery and assessment. It narrows a broad talent pool into a workable review set. Screening then checks minimum requirements, and assessment gathers deeper evidence about capability and suitability.<\/p>\n
Start with the work rather than a favored profile. Separate requirements that are needed on day one from preferences that can be learned, negotiated, or traded against other strengths. Useful criteria cover responsibilities, skill level, operating scope, location, work pattern, compensation, and timing.<\/p>\n
Vague labels such as “culture fit” or “strong leader” create inconsistent judgments. Translate them into evidence, such as the size of team led, decisions owned, stakeholder level, or examples of leading a change program. CIPD guidance<\/a> supports clear, objective, structured, and transparent selection processes.<\/p>\n Evidence may come from r\u00e9sum\u00e9s, profiles, application answers, recruiter notes, prior submissions, referrals, interviews, and current conversations. Each source has limits. A title may not reveal scope, and an old note may not reflect current interest or compensation.<\/p>\nGather candidate evidence<\/h3>\n
Compare and classify<\/h3>\n