Should I apply if some requirements are missing?
That depends on the role, the importance of the missing requirement, and your own judgment. The evidence matrix helps you see the gap; it does not make the application decision for you.
Resume-to-role comparison
Resume vs. job description, requirement by requirement.
A useful job match is not a single percentage. FitBrief separates the job description into requirements, finds supporting resume evidence, and leaves uncertain or unsupported claims visible for your review.
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Compare your resume with one job description
Upload or paste a resume, paste the complete posting, and get a requirement-by-requirement evidence matrix instead of a single opaque score.
1. Your resume
0 charactersor paste text
2. Target job description
0 charactersWhat the comparison shows
Each requirement is paired with the closest resume passage instead of being reduced to a hidden score. You can see why an item appears supported, partial, or missing.
- Supported: the resume contains direct, relevant evidence.
- Partial: related experience exists, but scope, recency, or specificity may be unclear.
- Not evidenced: the submitted resume does not substantiate the requirement.
A better pre-application workflow
- Use the exact job description for the role you plan to apply to.
- Review mandatory responsibilities before preferred qualifications.
- Confirm every suggested edit against experience you can defend in an interview.
- Rewrite for clarity and specificity, then export only the changes you approve.
Why keyword overlap is not enough
Repeating a term can improve findability, but it does not prove capability. A project, result, tool, scope, or decision provides stronger evidence than an isolated keyword.
FitBrief treats exact wording as one signal and keeps the underlying resume passage beside it so you can distinguish real evidence from accidental overlap.
What the tool will not decide
No comparison can know the employer's private priorities, applicant pool, screening rules, or final hiring judgment. Treat the matrix as a preparation aid, not an eligibility or interview prediction.
Fictional worked example · fitbrief-local-example-1.0
The input, the matching evidence, and the edit we would reject.
This is a synthetic teaching case, not a customer resume, hiring result or AI-provider test. The table is generated by the same local deterministic matcher used by FitBrief. Matching text is evidence to review, not proof of skill or employer acceptance.
Full sample resume text
Jordan Lee - fictional example Senior frontend engineer with 4 years of TypeScript and React experience. Led the launch of a customer analytics dashboard and partnered with design and product teams. Built accessible component libraries and tested critical user flows.
Full sample job description
About the role We are a product team helping customers understand their data. Requirements - 3+ years of TypeScript and React experience required. - Must build accessible web interfaces. Preferred qualifications - AWS experience is preferred. Responsibilities - Lead product launches with design and product partners.
On narrow screens, scroll the table horizontally to read the full source passage.
| Job description line | Status | Resume passage |
|---|---|---|
| We are a product team helping customers understand their data. | Context, excluded | No supporting passage returned |
| 3+ years of TypeScript and React experience required. | Supported by the local matcher | Senior frontend engineer with 4 years of TypeScript and React experience. |
| Must build accessible web interfaces. | Partial evidence | Built accessible component libraries and tested critical user flows. |
| AWS experience is preferred. | Not evidenced | No supporting passage returned |
| Lead product launches with design and product partners. | Supported by the local matcher | Led the launch of a customer analytics dashboard and partnered with design and product teams. |
AWS is not evidenced. Do not insert AWS into the resume just to close the gap. Even a supported row requires checking tenure, scope and the employer's meaning. No ATS score or interview probability is reported for this example.
Before
Led the launch of a customer analytics dashboard and partnered with design and product teams.
Truth-preserving wording example
Led a customer analytics dashboard launch in partnership with design and product teams.
This is an editorial rewording, not a claim that an AI model generated or validated it.
Rejected edit
Managed 12 engineers and increased revenue by 35% using AWS.
The source says nothing about team size, revenue impact or AWS. Those additions would fabricate qualifications and results.
What remains unknown
- This tool only checks evidence stated in the resume; real experience that is not written down remains unknown.
- Resume claims are not independently verified, and this result does not represent an employer's decision.
Download the exact fictional inputs and paste them into the analyzer to compare. Local results are deterministic for the same code and inputs; optional AI review may differ.
Questions, answered
Frequently asked questions
Can the comparison rewrite my work history?
It can suggest clearer wording, but you should reject any edit that adds experience, scope, ownership, or results you cannot substantiate.
Does a high match guarantee an interview?
No. Hiring outcomes depend on many factors that are not present in a resume and job description.