Solution
AI candidate matching that explains why someone ranks #1
Stop guessing from CV layout. See skills and experience signals mapped to your role — then decide who to interview.
Keyword ATS tools reward buzzwords. Virkla compares structured role requirements with candidate profile signals so recruiters review the strongest fits first — and can open "Why this score" on any ranking. This page is the matching angle on Virkla; the product deep-dive is AI Score Matching.
Solution brief
Stop guessing from CV layout. See skills and experience signals mapped to your role — then decide who to interview.
Who is it for
Focus interview time on top matches.
Key benefit
Focus interview time on top matches.
What you get with Virkla
Human judgment always wins.
What you get with Virkla
Keyword ATS tools reward buzzwords. Virkla compares structured role requirements with candidate profile signals so recruiters review the strongest fits first — and can open "Why this score" on any ranking. This page is the matching angle on Virkla; the product deep-dive is AI Score Matching.
Ranked shortlists
Focus interview time on top matches.
Override controls
Human judgment always wins.
Analytics
Track conversion from shortlist to offer.
How it works
A practical path with Virkla
Matching that recruiters can defend
Scores reflect requirements you define: skills, seniority, must-haves. Recruiters reorder, filter, and validate before advancing anyone.
Works with the full hiring flow
Matching connects to job posting, fair hiring workflow checks, interviews, and internal evaluations — not a standalone spreadsheet export.
Frequently asked questions
Is matching fully automatic?
It prioritizes review order — recruiters confirm every stage change.
Does it work for non-tech roles?
Yes — requirements are role-defined, not tied to a single industry template.
How is this different from keyword search?
Keyword search finds text matches. Virkla weights structured fit signals for the role you published.