Candidate Ranking

Candidate ranking systems assign scores or priority levels to candidates based on how closely their profiles match defined job requirements — enabling recruiters to focus review time on the highest-probability candidates first rather than processing applications in chronological order. In practice, ranking is most effective when it is transparent: recruiters who understand why a candidate is ranked highly can validate the score, while opaque black-box rankings tend to erode trust and get overridden manually. The most important configuration decision is defining the weight of each matching criterion: giving equal weight to all requirements treats a non-negotiable technical skill the same as a nice-to-have preference, producing rankings that do not reflect actual hiring priority.