Resume-to-role matching

Stop drowning in resumes. Start with role-fit evidence.

TalentFit analyses each candidate's CV against the active job description and gives recruiters a structured summary of strengths, gaps, and potential concerns before they decide who moves forward.

  • The active job description stays the source of truth
  • A role-specific 0-5 fit score, not a generic CV score
  • Bulk resume review without automatic rejection
  • Works alongside Teamtailor, SmartRecruiters, and other ATS workflows

Example workflow

Senior Customer Success Manager

Comparison ready
TalentFit report with a 4.0 role-fit score, mapped strengths, development gaps, and a potential concern for human review
0-5 fit scoreEvidence mappedHuman decision

Customer proof from across Skill Society

Structured evidence can save time without removing the human decision.

Talking to Alex, the AI, was such a unique experience. It felt seamless and surprisingly engaging.
Candidate feedback · Pet Circle blue-collar hiring program

How TalentFit works

Compare every CV with the work the person actually needs to do.

Start with the active role, generate a structured comparison, inspect the evidence, and keep recruiters in control of every outcome.

TalentFit uses the active job description as its source of truth: responsibilities, must-have skills, experience, qualifications, tools, and role context. If the JD or CV lacks enough meaningful detail, the result is treated as not comparable instead of inventing a recommendation.

Every assessment is anchored to one real role and one consistent standard.

Active role criteria

Step 01
Active role requirements alongside a queue of candidate resumes ready for TalentFit comparison

The job description sets the requirements before candidate comparisons begin.

Ready to review a stronger shortlist?

Start with one active role, or map bulk resume review and ATS handoffs with our team.

Customer outcomes across Skill Society

Structured hiring evidence has already helped teams move faster.

Wilbur logo
Wilbur

40+ hours saved per hire

Wilbur replaced manual technical screening with AI-driven interviews, saving more than 40 hours per hire while maintaining candidate quality.

Read the Wilbur story
IDVerse team member
IDVerse

80+ hours saved offshore

IDVerse used on-demand AI interviews to qualify offshore developer applicants faster, saving more than 80 hours while expanding offshore hiring.

Read the IDVerse story
GTS initial rollout outcome showing qualification and interview time moving from more than 10 days to 20 minutes
GTS

From 10+ days to 20 minutes

GTS turned SEEK applications into a structured top-of-funnel, qualifying 36% of candidates and shortlisting 19% in a fraction of the previous time.

Read the GTS story

Start with one active role

Measure TalentFit on its own CV-review impact.

These stories show results from wider Skill Society screening and interview workflows. Begin with one job description, review the evidence with your team, and measure TalentFit on the time and shortlist quality it changes for you.

Questions, answered

Questions before you roll out TalentFit

Does TalentFit replace recruiter judgment?

No. TalentFit highlights resume-to-role evidence so recruiters can review faster and more consistently. Your team still verifies the output and makes the hiring decision.

Will TalentFit automatically reject candidates?

No. TalentFit surfaces role-fit evidence for review. Recruiters can use the report to prioritise, investigate, or discuss candidates, but the page is not positioned as an automatic rejection engine.

What does TalentFit compare?

It compares the candidate CV directly against the job description for the active role. The result is not a generic CV score; it is a role-fit view with strengths, gaps, potential concerns, and a 0-5 score.

How should teams think about fairness?

TalentFit helps each candidate get reviewed against the same role requirements. It should support a structured human process, not replace policy, recruiter judgment, or your team's own review standards.

How is CV and JD data used in the assessment?

TalentFit uses the candidate CV and job description to generate the fit report for that role. If you need to review privacy, security, or ATS workflow details before rollout, book a walkthrough.

What happens if the job description or CV is incomplete?

If there is not enough meaningful information to compare the documents, the assessment treats the comparison as not applicable instead of inventing a recommendation.

Can we process multiple resumes?

Yes. TalentFit can support bulk resume review in the hiring workflow, so teams can queue multiple candidates and review the completed fit reports together.

Should we start free or book a walkthrough?

Start free when you already have a role and job description ready to test. Book a walkthrough if you want help setting up role criteria, workflow routing, or ATS integration.