Screening & CV ranking

Stop reading every CV

Every applicant is scored and ranked against the role the moment they apply — by CV first, then by the MCQ, written, and video answers you set. The pile becomes a ranked list before a recruiter opens it, and the round runs without you.

A candidate completing an AI screening assessment in the browser
Every CV
Scored and ranked

No resume skipped at the top of the funnel.

< 1 min
To score a submission

Candidates are ranked as they finish.

4 formats
In one round

CV, MCQ, written, and video to your rubric.

CV ranking

Every CV ranked against the role the moment it lands

Tarkflo reads each CV and scores it against what the role actually needs, weighting recent experience over old. The result is a ranked list, not an inbox — and it is built to be fair, with contact details redacted from the score so résumé polish does not outrank fit.

  • Recency-weighted skill match, scored against the role
  • Fairness-first redaction so the score is about fit
  • Bias-audit aware, so you can stand behind the ranking
A ranked list of CVs scored against the role
CV ranking · recency-weighted, fairness-first
Assessments

MCQ, written, and video — graded to your rubric

Add the questions that decide the role. MCQ is auto-scored on submit. Written and video answers are read against your rubric, so a thoughtful answer in different words still scores well and a padded one does not. Video is transcribed, then graded — and never auto-rejected.

  • MCQ auto-scored; written and video graded to your rubric
  • Video transcribed, then graded — routed to a human, never auto-rejected
  • Each score links to the answer that produced it
An AI-scored written answer with rubric breakdown
Rubric-based grading across formats
What you get

A first round that runs without you

Set it once and every applicant goes through the same fair, structured round — then lands in one ranked pipeline.

Apply-first

A careers page or magic link; candidates start in the browser with no account.

Proctoring signals

Tab-switch, paste, and timing signals roll up into a per-session integrity score.

Video, scored fairly

Recorded answers transcribed and graded on substance, routed to a human.

Ranked output

Candidates sorted by score and ready for the next round.

Volume handling

Screen hundreds or thousands of applicants per role at once.

Audit trail

Every CV, question, answer, and score retained for review.

Common questions

How are video answers scored?

Candidates record a response to a prompt. Tarkflo transcribes it and grades the content against your rubric, the same way it grades written answers. Video never triggers an automatic rejection — borderline answers are routed to a human. The recording and transcript stay attached to the scorecard.

Does the CV screen reject people on its own?

No. CV ranking sorts applicants against the role so you see the strongest first; it does not silently reject anyone. You and your rounds decide who advances.

Is the scoring fair and consistent?

Every candidate for a role is scored against the same rubric, with contact details redacted from the score and recent experience weighted over old. Results are comparable, bias-audit aware, and auditable.