AI Job Matching

Stop applying blind. Know your fit score before you apply.

CareerMint fetches real job postings every day across your career tracks and scores each one against your CV — match percentage, matched skills, gaps, and a plain-English summary. Your highest matches surface first, automatically.

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This is what every job card looks like

Stripe·London, UK·Posted 2 days ago
87% · Strong match

Senior Software Engineer

Gap analysis

✓ You have

PythonTypeScriptREST APIsPostgreSQL

✗ Gaps

KubernetesKafka

Strong technical fit. Kubernetes and Kafka are nice-to-have — worth applying.

How AI job matching works

1

You set career tracks

Tell CareerMint what roles and locations you're interested in — through the guided assessment or by specifying directly.

2

Jobs are fetched daily

CareerMint searches for real openings every day across all your tracks and stores them in your personal job feed.

3

AI scores each job

Each posting is parsed by AI to extract requirements. Your CV is compared against them. A 0–100 fit score is calculated.

4

You see the full picture

Your feed is sorted by match score. Tap any job to see matched skills, gaps, and a recommendation — before you apply.

How to read your match score

80–100%

Strong match

Definitely apply. Tailor your CV and cover letter for best results.

60–79%

Good match

Worth applying, especially if the gaps are acquirable skills.

40–59%

Partial match

Apply if you can address the key gaps in your cover letter.

Below 40%

Stretch role

Apply speculatively, but don't invest heavy tailoring time.

Read more: What is a job fit score?

Plus: a daily scored digest in your inbox

Every morning, CareerMint sends you a curated email with fresh scored jobs from all your career tracks — highest matches first. You see what's new without opening the app.

Know your fit before you apply

Free to start. No credit card.

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