Resume Job Matcher

CLI that screens resumes against a job with evidence-cited, gated scoring

Desktopfree

Resume Job Matcher is a free, open-source CLI that screens a folder of resumes against a job description, first gating out candidates who fail hard constraints like work authorization or licensing, then scoring survivors on an anchored scale where every rating cites the exact resume text behind it. An optional embedding pre-filter keeps large candidate pools cheap to screen with an LLM. It's for recruiters and hiring managers who need traceable, evidence-based resume screening instead of an opaque match percentage.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Resume Job Matcher - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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