job-eval.com
job-eval.com provides explainable job fit scoring by evaluating resumes across four distinct criteria with transparent paragraph-level evidence.
Open productWhat it does
About job-eval.com
Created by Kasra Ahmadi, job-eval.com is a specialized job fit scoring platform that evaluates resumes against job descriptions without relying on black-box LLMs. Powered by a fine-tuned ModernBERT encoder and multi-head scorer model, the system rates candidate alignment across requirement coverage, seniority fit, domain alignment, and ATS-style keyword overlap. Instead of using post-hoc explanations, job-eval.com aggregates encoder pooler attention directly to display readable, paragraph-level supporting evidence for each sub-score.
- Availability:
- launched
- Access:
- freemium
- Format:
- software
- Platform:
- web
Core capabilities
Multi-Head Job Fit Scoring
Evaluates candidate resumes across four explicit heads: requirement coverage, seniority fit, domain alignment, and ATS-style keyword overlap, surfacing sub-scores alongside an overall average.
Explainable Paragraph Evidence
Aggregates attention from the trained ModernBERT model into paragraph-level explainable evidence for each evaluation score.
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