👔 JobFit

Stop guessing.
Know your fit.

JobFit scores your CV against job descriptions using AI โ€” so you focus your energy on the roles that actually match.

9/10 Senior ML Engineer @ Acme AI
7/10 Cloud Platform Lead @ CloudCo
3/10 Java Developer @ RetailCorp

Everything you need to apply smarter

Not more tools โ€” just the right one.

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AI-powered CV scoring

Upload your CV once. Score it against any job description in seconds. Get a 1โ€“10 score, strengths, gaps, and reasoning โ€” not just a match percentage.

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Normal & Brutal modes

Normal mode gives you an honest, balanced assessment. Brutal mode applies a stricter hiring bar โ€” useful when you want a reality check before applying.

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Bulk import from job boards

Scrape Lever boards, generic career pages, or upload a PDF source. Import dozens of roles at once and score them all against your CV in one go.

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Multiple CVs

Store several versions of your CV โ€” tailored for different roles or industries. Scores are cached per CV so switching never overwrites anything.

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Candidate notes

Add context your CV doesn't capture โ€” side projects, domain knowledge, preferences. The AI injects it into every scoring prompt as authoritative context.

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Pay only for what you use

No monthly subscription. Top up your balance and spend it on scorings. Each scoring costs a fraction of a cent โ€” score hundreds of jobs for a few dollars.


How it works

From zero to scored in under a minute.

1
Upload your CV
As a PDF file โ€” keep separate CVs for different roles or industries.
2
Add jobs
Paste a URL, paste the text, upload a PDF, or bulk-import from a job board. JobFit extracts the structured data automatically.
3
Score & decide
Hit "Score" and get a ranked list in seconds. Focus your effort on the roles worth applying to.
Cloud Platform Lead @ CloudCo
London ยท full-time
CV Match
7/10
out of 10 ?
with this CV

Good match on the technical side โ€” Kubernetes, Terraform, AWS, team leadership all present. The customer-facing aspect is less evidenced; previous roles were internal-facing. Leadership experience at DataPipe covers the team-lead requirement.

Strengths
  • Kubernetes production expertise (EKS, multi-tenant patterns)
  • Terraform and IaC experience
  • Team leadership of 6 engineers demonstrated
Gaps
  • No explicit customer-facing or enterprise client experience
  • SRE/SLA ownership less prominent than pure platform work

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Ready to find your fit?

Create a free account and start scoring jobs against your CV today. No subscription, no commitment.