Free Evidence-Grounded Fit Tool

Free Resume Job Match Checker

Upload your CV, paste a job description or pick one of 14,000+ US & Canada tech jobs, and get a match percentage backed by quotes from your own CV.

0 / 15,000 characters (min 200)

đź”’ We don't save your CV or the job description to CVFit's app database. They are sent to our AI pipeline to compute your result, and prompts may be retained there as described in our privacy policy. We keep only anonymous, hashed counters to enforce the free-check limit.

How the Free Match Checker Works

Three simple steps to test your resume fit with zero fluff and verifiable evidence.

1

Add Your CV

Upload your PDF or DOCX resume, or paste plain text. We parse your technical experience safely in memory.

2

Add the Job

Paste any tech job posting or choose directly from our curated index of 14,000+ verified engineering roles.

3

Get Verified Evidence

Review your match percentage, exact quotes proving each match, and top missing requirements to address.

What the Match Percentage Measures

Unlike superficial keyword counters, CVFit evaluates how clearly your demonstrated experience supports the mandatory and preferred capabilities stated in the posting. Our engine extracts concrete technical skills—languages, frameworks, cloud services, architectures, and domain proficiencies—and pairs them against verifiable statements in your CV.

Zero Hallucination

Every strong match requires an exact quote from your resume. We never claim a skill is evidenced unless your CV explicitly substantiates it.

Honest Gap Analysis

We never pad your gap analysis with generic soft skills like “teamwork” or “communication.” Only hard technical qualifications are scored.

From Score to an ATS-Ready Tailored CV

Knowing your match percentage is step one. CVFit empowers you to resolve identified gaps, expand underexplained achievements, and export tailored, ATS-compliant CVs tailored for every target application.

Find Jobs to Check Against

Explore verified postings across tech hubs in Canada and the United States:

Our Privacy and Storage Standards

What we process: Your CV text and the target job description are processed strictly to calculate your match score, verified quotes, and requirements.

What CVFit app database stores: For anonymous checks, we do not store your CV text, job description, or results in CVFit's application database, permanent files, or analytics. We store only anonymous one-way hashed counters to enforce our daily quota.

AI processing & retention disclosure: Your text is transmitted through our AI gateway to model providers (such as Azure OpenAI and OpenAI) to execute the matching analysis. Prompts and responses may be retained by our AI observability pipeline as outlined in our privacy policy.

Your result: When you complete a check, the encrypted result is held only in your browser tab via a temporary token that expires after 30 minutes. Your CV is saved to your account only if you create an account and click “Save this CV.”

Frequently Asked Questions

Is the resume match checker really free?

Yes. You can run one complete check anonymously without creating an account. Creating a free Community account unlocks unlimited checks, full gap analyses, and up to 10 tailored CVs per month.

How is the match percentage calculated?

The checker uses the exact same matching engine as CVFit's in-app Match Analysis: it evaluates how well your CV evidences the job's technical requirements and core tools, rather than keyword stuffing. Every strong match displayed is backed by an exact quote from your CV.

Do you store my CV?

We do not save your CV or results to CVFit's application database unless you register and explicitly choose to save your CV to your account. Your text is sent through our AI pipeline to compute the analysis, where prompts may be retained according to our privacy policy. Only hashed, anonymous counters are kept to enforce free limits.

What file types can I upload?

You can upload PDF or DOCX files up to 5 MB, or paste your plain CV text directly into the tool. Scanned image-only PDFs are not supported.

Does a high match score guarantee an interview or ATS pass?

No tool can guarantee job interviews. The match percentage measures how thoroughly your CV evidences the technical capabilities and requirements explicit in the posting.

Which jobs does it work for?

The tool is optimized for English-language technology roles (software engineering, DevOps, cloud architecture, data science, product management, and technical leadership) across Canada and the United States.