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Resume ↔ JD Match

Compare resume text with a job description to identify matching skills, missing requirements, and practical tailoring opportunities.

  • Free public tool
  • No sign-up for this tool
  • Processing clearly labeled
  • Instant results

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Uses 1 free daily AI generation. Your text is sent once for this analysis and isn't stored.

AI-generated content may contain inaccuracies. Text you submit for AI features is sent to the server-side AI provider for processing; please review and personalize the output before use.

Match results appear here

You'll get a match percentage, matched and missing skills, and concrete tailoring suggestions.

Quick Start

  1. Add both documents

    Paste a resume and the full job description, or upload a PDF or DOCX resume.

  2. Run the comparison

    Submit the texts for an AI-assisted match analysis.

  3. Review and tailor

    Use matched skills, missing skills, and suggestions to make truthful revisions.

Examples

Missing explicit skill

The analysis may flag a named technology when the resume uses only a general phrase.

Input

Resume: Automated deployment workflows.
Job description: Experience with GitHub Actions is required.

Output

Possible missing skill: GitHub Actions. Suggestion: add it only if it accurately reflects the workflow used.

Input and output example 1

Input

Resume: Built Node.js APIs and maintained PostgreSQL databases.
Job description: Seeking backend experience with Node.js, SQL, and AWS.

Output

Matched: Node.js, SQL/PostgreSQL. Potential gap: AWS. Review the resume for truthful cloud experience before editing.

About the Resume ↔ JD Match

This tool compares one resume with one job description rather than grading either document in isolation. It is designed to reveal which skills are already represented, which requested skills are not evident in the resume, and where clearer evidence could improve alignment.

The comparison is AI-assisted and depends on the text supplied. A missing skill may be genuinely absent, described with different wording, or present only implicitly. The result should therefore guide a careful human review, not encourage copying requirements that the candidate cannot support.

How to Use Resume ↔ JD Match

  1. Paste at least 50 characters of resume text or upload a text-based PDF, DOCX, or TXT file up to 5 MB.

  2. Paste at least 30 characters from the job description, including responsibilities and qualifications.

  3. Select Run Match to send both texts for analysis.

  4. Review the match percentage, summary, matched skills, missing skills, and suggestions.

  5. Edit only claims you can support, rerun when needed, and optionally download the result as a PDF.

Key Features

  • Two-document comparison

    Analyzes resume and job-description text together.

  • Matched and missing skills

    Separates apparent overlap from requirements not evident in the resume.

  • Actionable suggestions

    Returns focused ideas for clearer, more relevant tailoring.

  • Resume upload and PDF report

    Supports resume text extraction and a downloadable analysis report.

When to Use Resume ↔ JD Match

  • Application tailoring

    Check whether a master resume reflects the terminology and priorities of a specific opening.

  • Role-fit review

    Distinguish genuine qualification gaps from experience that is merely under-described.

  • Interview preparation

    Use matched requirements to identify examples worth preparing for an interview.

How It Works

Both texts are validated, then sent to the job-match endpoint. The AI response uses a fixed structure: match_percent, summary, matched_skills, missing_skills, and suggestions. The interface presents those fields and can send them to the PDF-report endpoint.

Supported Formats and Options

Formats

  • Resume input

    Pasted text or a text-based PDF, DOCX, or TXT upload up to 5 MB.

  • Job description

    Pasted plain text.

  • Output

    Structured on-page analysis and optional PDF report.

Options

  • Resume upload

    Extract text from a supported resume file instead of pasting it.

  • PDF export

    Download the completed comparison as a report.

Common Errors and Troubleshooting

Common errors

  • Resume is too short

    The comparison requires at least 50 characters of resume text.

  • Job description is too short

    At least 30 characters are required; a full posting produces more useful context.

  • File has no readable text

    Image-only or scanned files need OCR before upload.

  • Generation limit reached

    AI-assisted comparisons are rate limited.

Troubleshooting guide

Results are too general

Include the complete responsibilities and qualifications instead of only the job title. Use a representative resume rather than a short summary.

A skill is incorrectly marked missing

Check for synonyms and indirect wording. If the experience is real, clarify it in a relevant bullet rather than adding an unsupported keyword.

Limitations and Important Notes

  • The match percentage is an AI assessment, not an employer or ATS score.
  • Different wording can affect detected overlap.
  • The tool cannot verify whether resume claims are true.
  • Job descriptions often contain preferred rather than mandatory requirements.

Privacy and Data Processing

Resume and job-description text are sent to the server-side AI provider when the comparison runs. Resume uploads are processed by the server for text extraction. Generated PDF reports are server-assisted. The interface states that analysis text is not stored after the request.

Tips and Best Practices

Practical tips

  • Use the full posting, including qualifications and responsibilities.

  • Add missing terms only when they accurately describe your experience.

  • Preserve a master resume and save a separate tailored version.

  • Review suggestions for tone, evidence, and factual accuracy.

Best practices

Interpret the gap list

Separate requirements you do not have from experience that is present but unclear. Focus revisions on the second group.

Keep evidence close to the keyword

A skill is more convincing inside an achievement bullet than in an unsupported list.

Technical Details

The endpoint accepts resume text from 50–30,000 characters and job-description text from 30–30,000 characters. It returns structured JSON and is protected by the project's AI-generation rate limit.

Comparison

ResultMeaningRecommended action
Matched skillEvident in both textsKeep strong supporting evidence
Missing skillNot evident in the resumeVerify experience before adding
SuggestionAI-generated tailoring ideaEdit and fact-check

Who Is This For?

Applicants tailoring a resume for a particular opening, career coaches reviewing alignment, and professionals deciding which experiences deserve more emphasis.

Frequently Asked Questions

Is the match percentage an ATS score?

No. It is an AI-generated comparison of the two supplied texts, not a result from an employer's system.

Can I upload my resume?

Yes. Text-based PDF, DOCX, and TXT files up to 5 MB can be used for server-side text extraction.

Should I add every missing skill?

No. Add only skills you genuinely possess and can explain with evidence.

Why should I include the full job description?

Responsibilities and qualifications provide the context needed to distinguish central requirements from incidental wording.

Can I download the comparison?

Yes. A completed result can be exported as a PDF.

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