Resume-To-Role Matching That Actually Helps

Treat match score as a triage signal: high scores first, medium scores reviewed second, low scores only if strategically important.

Always validate role fit manually by checking responsibilities, team context, and growth path.

Use your score trends over time as feedback on resume positioning and target role clarity.

If your top matches never convert to interviews, the issue is likely application quality or targeting assumptions, not just sourcing.

Your goal is decision quality: fewer weak applications and more intentional high-fit submissions.