Find the right person for the role, instantly.
Job Match AI scores every candidate against every job on three dimensions — keywords, experience and culture — with explainable percentages.
3
Match dimensions
0-100%
Score scale
~2s
Per match
Explainable
Every score
How matches work
Three signals, one clear ranking
Each candidate gets a transparent breakdown so you understand why they ranked where they did — no black-box scoring.
Keyword fit
Hard skills, tools and frameworks compared against the job's requirements list.
Experience
Seniority, years and domain relevance weighted by how recently they were used.
Culture & soft skills
Personality and motivations matched to the team profile you define.
Bulk re-rank
Re-score the entire pipeline against a new job in seconds — perfect for internal mobility.
Side-by-side compare
Pin 2-5 candidates and compare matches dimension by dimension.
Always fresh
Edit a job description and the matches recalculate live across all candidates.
See exactly why a candidate ranks where they do.
No more keyword roulette
Beyond Boolean — finally
Boolean search rewards CVs written for keywords. Ceevee's semantic match rewards CVs that describe the actual work.
- Synonyms and abbreviations handled out of the box
- Project descriptions count, not just skill lists
- Catches strong candidates you'd otherwise miss
- Penalizes shallow keyword stuffing
Built for fairness
Audit-ready, bias-aware scoring
Every match score includes its inputs and weights so you can defend a hiring decision — and tune the model if you need to.
- Full breakdown exportable as PDF
- Removes name, photo and demographic data
- Configurable per-job weight profiles
- Quarterly fairness audits included
Stop guessing. Start matching.
Connect a job, drop a few CVs and watch Ceevee rank them in seconds — with reasoning you can defend.