What it means
Resume screening is the process of reviewing resumes, profiles, applications, or parsed candidate data against role requirements before deeper interviews or assessments. Software may help by extracting candidate information, highlighting relevant experience, matching skills, filtering applications, or routing profiles for recruiter review.
Why buyers should care
Screening decisions can strongly affect who gets considered for a role. That makes visibility, job-related criteria, documentation, and human review important. AI-assisted screening can save time, but it can also introduce risk if the criteria are unclear, the model cannot be audited, or recruiters cannot understand and override recommendations.
Evaluation checks
Buyers should ask what data the screening feature uses, how criteria are configured, whether explanations are available, how false positives and false negatives are handled, and what audit logs are retained. Teams should also review privacy, fairness, accommodation, and vendor governance expectations before relying on automated screening in production hiring workflows.