For Employers
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AI Candidate Match

Auto-rank applicants by JD fit — best fits bubble up automatically.

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Overview

Stop reviewing every CV manually. HiveHR's AI Candidate Match scores every applicant against your job description the moment they apply — ranking them by fit so your team reviews the top 10% first. Reduce time-to-review from days to hours.

What's Included

Everything AI Candidate Match gives you

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Instant fit scoring

Every applicant scored against the JD across: skills match, experience level, role title relevance, and location fit.

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Auto-ranked shortlist

Applicants sorted by fit score — your hiring manager sees the best candidates first, not the first to apply.

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AI summary per applicant

One-line AI summary for every applicant: their strongest matches and key gaps — skip the full CV scan for poor fits.

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Custom weighting

Adjust which criteria matter most for a specific role — weight skills over experience or vice versa.

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Bias reduction

AI scoring is based on skills and experience — not name, university, or formatting style.

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Re-score on JD change

Update the JD and all applicants are re-scored automatically — no manual re-review needed.

How It Works

Up and running in 4 steps

01

Post your job

A complete JD improves scoring accuracy — AI flags if important criteria are missing.

02

Receive applications

Candidates apply and are scored instantly.

03

Review ranked shortlist

Open your pipeline and see applicants ranked by fit.

04

Move top fits to screening

One click to advance the best candidates to the next stage.

FAQ

Common questions

AI scoring is a filter aid, not a final decision. We recommend reviewing the top 20–30% of candidates rather than only the top 5, to account for non-obvious fits.

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