AI job matching tool

Match jobs to your resume before you spend time applying.

Score roles against your profile and preferences before spending time on applications.

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Proof summary

Score card

Strengths and gaps

Outside conditions

Why matching matters before tailoring

  • Job titles can look relevant while hiding dealbreakers in the requirements.
  • Applicants waste time tailoring resumes for roles that are poor fits.
  • A useful match separates scored evidence from outside conditions such as salary and location.
  • A single score is not useful unless it explains the strengths and gaps behind it.

LazyPie makes fit visible before the draft.

Each role is scored across roleMatch, experienceLevel, industryDomain, and skillFit. Salary and location stay outside the score, while a matched hard dealbreaker can force the result to Low.

Matching features

Four scored dimensions

Review roleMatch, experienceLevel, industryDomain, and skillFit as the complete fit-score breakdown.

Reasoned fit summaries

See why a role matched, where it may be weak, and what to inspect before applying.

Prioritized drafting

Use tailoring points on roles that pass your own fit review instead of every listing.

Evidence a candidate can inspect

The matching page should surface the same proof users rely on inside the product: score, reasons, and next action.

Example · Anonymous synthetic data

Senior Backend Engineer at ExampleCo

85%

Example fit score

roleMatch
A
experienceLevel
B
industryDomain
B
skillFit
B

Strengths

  • Backend API ownership maps to the core duties.
  • Go and Postgres cover two must-have skills.

Gaps

  • Example profile has four years; the role asks for five.
  • No production Kafka evidence appears in the profile.

Outside conditions

Salary
Reviewed separately from the score.
Location
Reviewed separately from the score.
Hard dealbreaker
A match can force the result to Low.

Frequently asked questions

What does LazyPie score?

The fit score uses roleMatch, experienceLevel, industryDomain, and skillFit. Salary and location are separate conditions, and a matched hard dealbreaker can force Low.

Can I ignore a low-fit job?

Yes. Matching is meant to help you prioritize; you decide what to archive, revisit, or tailor.

Does matching replace my judgment?

No. The score is a triage aid, and the explanations are there so you can inspect the recommendation.

Find which roles deserve a closer look.

Use fit scoring to spend tailoring time on applications with a stronger case.

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