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Designing a resume scoring rubric that hiring managers trust
Criteria, weights, and 0–4 anchors — how to make rubric-based, evidence-backed screening explainable.
A rubric is only useful if reviewers understand what a “3” means for each criterion — and can point to resume text that supports it.
Keep 3–6 criteria
Too many dimensions create noise. Focus on job-relevant skills and experience signals you can actually observe in a resume.
Weights should reflect priority
Weights must sum to 100. If required stack experience matters more than nice-to-have tools, say so numerically.
Anchors beat vibes
0–4 anchors describe observable evidence. That reduces disagreement between two humans reading the same file.
ReviewStack can draft a rubric from the job description; you confirm before any scoring runs. Details on how it works.