Smart Candidate Matching

Smart Candidate Matching

Semantic matching aligns candidate profiles with job criteria using vector search and explainable scoring.

Explainable AIVector searchFewer false negatives
Smart Candidate Matching

What it solves

  • Exact keyword search misses semantically similar candidates.
  • Difficult to justify matches without transparency.
  • Hard to blend recency, skill depth, and trajectory.

How it works

  • Embeddings compute semantic similarity between JD and profiles.
  • Weighted scoring blends hard/soft constraints.
  • Per-factor contribution chart for explainability.

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