What a CV match score means

A match score answers one question: if a recruiter compared your CV line by line against this advertisement, how much of what they asked for would they find? The number is only useful when you can see the reasoning behind it.

RMBy RoleFinder Mentor·

What goes into the score

  • Skills overlap — the tools, systems, licences and competencies the ad names, against what your CV evidences.
  • Role similarity — how close the advertised function is to what you have actually done.
  • Seniority — years, scope and leadership expected versus demonstrated.
  • Location — state and city fit, including remote and hybrid arrangements.
  • Freshness — how recently the ad was posted, because old listings are often already filled.

Every strong candidate ad is then re-read by AI against the advertisement's own stated criteria, so the score reflects what that employer asked for rather than a generic template.

How to read your number

  • 85%+ — apply now, and tailor the top third of your CV to the ad's language.
  • 70–84% — strong. Usually one or two named gaps stand between you and the shortlist.
  • 50–69% — a stretch. Worth applying if the gap is a tool you can learn or a claim you simply never wrote down.
  • Below 50% — different discipline or seniority. Look at the adjacent roles suggested instead.

Lifting a 60% match to 85%

  • Fix the omissions first — most gaps are things you have done but never stated.
  • Adopt the ad's vocabulary for the same work.
  • Add a short achievements block with numbers under your two most recent roles.
  • Put licences, tickets and registrations in their own visible line.
  • Re-upload and re-run the search; the same roles are scored again against the new CV.

Read next: how Australian employers screen CVs with an ATS.

Frequently asked questions

What is a good CV match score?

Anything at or above 80% is a strong application worth tailoring and sending. Between 60% and 80% is worth applying to if you can close one named gap. Below 50% usually means the role is a different discipline or seniority.

How is a job match percentage calculated?

The Next Role Finder scores skills overlap, role similarity, seniority, location and how recently the ad was posted, then re-reads the advertisement with AI against its own stated criteria to adjust the result and explain it.

Will my match score go up if I update my CV?

Yes. If you make the changes listed under gaps to close, re-upload the CV and run the search again, the same roles are re-scored against the new document and typically come back higher.

See which of these roles actually fit you

Upload your CV once and get live Australian job ads ranked by real fit — with a match score, the reasoning behind it, and the skills to close the gap.

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