Batch & Candidate Ranking

Score hundreds of resumes, ranked in minutes

Upload up to 500 candidates against a single job and let our AI parse, score, and rank every one by match quality. Stop reading resumes one by one — get a ranked shortlist instantly.

Ranked candidates — Product Manager
Ranked by match
Priya Nair
94%
2
Marco Rossi
89%
3
Aisha Bello
85%
4
Tom Becker
81%
5
Yuki Tanaka
76%

How it works

Three steps from a pile of resumes to a ranked shortlist.

1

Create the job

Define the role once — paste a job description or provide structured requirements.

2

Upload candidates

Send 1–500 resumes via file upload or pre-parsed JSON. Processing runs in parallel in the background.

3

Get the ranking

Poll for status, then retrieve candidates ranked by match score — plus parsed data for each one.

Built for high-volume hiring

Process whole applicant pools at once, with reliability and cost control baked in.

Bulk processing

Submit 1–500 candidates per batch via signed-URL uploads or pre-parsed JSON payloads.

Parallel scoring

Candidates are processed concurrently by background workers, so large batches finish fast.

Ranked output

Retrieve a clean, match-score-ranked list — the best candidates surface to the top automatically.

Webhook notifications

Get notified the moment a batch completes, so you can wire ranking into your own workflow.

Parsed resume data

Access fully structured resume data for every candidate alongside their scores.

Credit-safe billing

Credits are reserved then settled per candidate, with protections against double-charging.

Ready to Evolve Your Hiring Process?

Start automating your recruitment pipeline with Eval CV — parse your first resume in minutes.

No credit card required • 100 free resume-parsing calls/month • Cancel anytime