Match Smarter.
Hire Faster.

AI-powered resume and job description scoring for modern teams.

RESUME
JOB DESCRIPTION
87%

Why Fit-Finder

Many résumé screening tools rely on simple keyword matching. Fit-Finder is designed to evaluate meaning, role requirements, and transferable skills.

What it does

Fit-Finder scores résumés against job descriptions using traditional NLP techniques and AI-based scoring to produce a more human-like match signal.

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Demo UI
Job Description
Data Analyst Intern
JD
Resume
Arthur_Tinoco.pdf
CV
Match Score
87%
Confidence
High
Strong alignment on skills + experience. Minor gap on specific tools.

Core capabilities

Context-aware matching

Instead of only matching words, Fit-Finder evaluates meaning, requirements, and transferable skills.

Compare scoring methods

See classic NLP baselines alongside AI-based scoring for better confidence.

Clearer match signals

Get an interpretable score that helps recruiters and candidates understand strengths and gaps.

Traditional ATS vs Fit-Finder

Traditional ATS
  • Keyword-heavy matching
  • Rigid filters can miss transferable skills
  • Limited explanation for decisions
Fit-Finder
  • Context-aware scoring (meaning + requirements)
  • Compares multiple methods for reliability
  • Clearer insights to support decisions

How it works

1
Upload

Upload a job description and a résumé.

2
Score

Run scoring using multiple matching approaches.

3
Review

Review the match score and key insights.

4
Optimize

Fit your resume with the Best Job.