Resume / Job Matcher

A focused Python tool that scores how well a resume matches a job description and, more usefully, lists which of the job's important keywords are covered and which are missing.

A single similarity number is useless on its own. The actionable question is: what does this resume already cover, and what should it address?

• 01Used TF-IDF cosine similarity (scikit-learn) on purpose - transparent and explainable, no opaque embeddings.
• 02Ranked the job's terms by importance and split them into covered vs. missing buckets.
• 03Wrapped it in a CLI and a small Python API, with tests.

• An honest, actionable read on fit - the same honesty-first thinking behind this site's AI advocate.
• A clean, tested package others can drop into their own tooling.