compute_similarity
Algorithmically compares a resume to a job description using cosine similarity, Jaccard index, TF-IDF overlap, and skill matching, returning fit tier, per-skill gap analysis, and actionable recommendations.
Instructions
Compare a resume against a job description using cosine similarity, Jaccard index, TF-IDF overlap, and skill matching. Returns a computed fit tier (strong/moderate/weak/poor), per-skill gap analysis with categories, and actionable gap recommendations. No AI calls — all scoring is algorithmic.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| resumeText | Yes | The raw text content of a resume | |
| jobDescription | Yes | The job description to match against |