job-eval
Score Resume and Job Description Pair with Explainable AI
job-eval launched on August 10, 2026 with 3 votes, #2,940 of 23,274 launches that month and more than 50% of that year's launches.
What it does
Screen resumes against a job in seconds. Paste a resume and a job description (or a link) and a specialized 156M-parameter ModernBERT model — not an expensive frontier LLM — returns an overall 1–5 fit score plus four explainable heads: requirement coverage, seniority, domain alignment, and ATS-style keyword overlap. Click to reveal the exact resume and job-post paragraphs behind each score. Fast, cheap, private, and explainable.
Evaluate resume to job description fit with a ModernBERT-based model, explainable paragraph evidence, and multi-head job matching scores.
A 156M-parameter scorer that matches a frontier LLM’s judgment on resume–job fit — small enough to run on your own laptop. Paste a resume and a job here, or grab the code and the model and batch-score a whole job board on your own GPU. The same model, two front doors — one for engineers and job hunters who want to automate, one for recruiters and candidates who just want an answer. For engineers and job hunters. Clone the repo, point it at your resume and a CSV of jobs, and it batch-scores the lot — on your CPU or your own GPU. Every run writes a scored CSV plus a readable explanation file. Your data never leaves your machine. For recruiters and non-technical users. Paste a resume and a job…from job-eval.com
Does a similar job
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