ABQE-BACKED · RESUME DIAGNOSTICS
Resume scoring backed by published research, not vibes.
CareerRefine scores resumes against the ABQE benchmark — four empirically-weighted factors (employment gap, skill phrasing, structure, degree origin) that predict LLM and ATS filtering risk. Specific findings, with the research behind them.
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No signup. Resumes never stored.
resume.docx·24 KB
72/100
EMPLOYMENT GAP68
SKILL PHRASING75
STRUCTURE70
DEGREE ORIGIN80
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The four factors. Empirically weighted.
Why this is different.
PEER-REVIEWED BASIS
Built on a published benchmark
The ABQE benchmark quantifies how four resume attributes affect algorithmic hiring decisions, with measured effect sizes across a large corpus. Lingineni 2025 is the source — every weight in this tool traces back to it.
SPECIFIC EVIDENCE
Every finding cites the exact line.
No generic advice. The finding identifies the specific token, phrase, or gap that triggered the penalty — with a targeted rewrite recommendation.
NO BLOAT
No signup, no upsell, no stored data.
Submit a resume and a job description, get a scored report. Resumes are processed in memory and immediately discarded — nothing is logged, retained, or sold.