Scored on proof, not keyword counts · No signup
Check Resume Against Job Description
See which of this job's requirements your resume actually proves, which it only claims, and whether you should apply — then fix the gaps that matter and download a tailored version as PDF or DOCX.
NEW: APPLICATION INTELLIGENCE
Know if you should apply. And how to win.
- 1
Application Verdict
Know if you should apply
- 2
Keyword Coverage
See missing & strong skills
- 3
Role Fit Analysis
Match your resume to role
- 4
Skill Proof Map
Show proof, not just listing
- 5
Recommended Fixes
Pick what to optimize
Application verdict
JD needs: senior GenAI / ML engineering IC with RAG, LLM delivery, and production MLOps.
Resume shows: Python, RAG, and LLMs in project bullets — AWS and impact proof are thin.
Align before you apply
Match: weak
Your data stays private. Nothing is shared with employers.
Scan summary
Critical risks
3
Interview odds at risk
Recommended fixes
3
for this role
Keyword coverage
67%
5 proven 1 weak 2 missing
See the impact
Illustrative before vs after optimization
Before
Built a Retrieval-Augmented Generation chatbot using Llama for natural language understanding and response generation.
After (with selected fixes)
Architected and deployed a Retrieval-Augmented Generation (RAG) chatbot using Llama, ChromaDB vector search, and Flask APIs to serve 35K+ content assets with low-latency retrieval and scalable inference.
3 things reducing interview chances
These gaps may cause recruiters to skip your application.
- 1
AWS experience not proven
High ImpactRecruiters look for hands-on proof, not just mentions.
- 2
GenAI impact not quantified
High ImpactImpact metrics help recruiters assess seniority quickly.
- 3
Evaluation experience missing
High ImpactML/AI evaluation rigor is a key differentiator.
Recommended fixes for this role
Pre-selected for this posting. Keep at least one checked to run Optimize.
Keyword coverage score
5 proven 1 weak 2 missing
If this person is applying for
Save hours
Know your true match in minutes.
Increase callbacks
Fix what actually matters to recruiters.
Avoid wrong applications
Focus only on roles where you can win.
Win more interviews
Better alignment = better conversations.
Upload your resume, paste the job description, and instantly check your resume against the role with AI-powered matching and actionable recommendations.
Job-specific resume optimization
Tailor Your Resume to the Job Description in Seconds
Select the recommended fixes you want addressed. ResumeAtlas rewrites your summary and bullets for this posting — demonstrated experience for your selections, impact metrics on thin lines, and an editable preview before you download.
- 1JD-tailored summary: professional summary rewritten for this posting's domain, focus, and role fit.
- 2Listed-only → proven: weak skills from your skills section demonstrated in project bullets with concrete experience.
- 3Selected rejection fixes: each fix you check gets demonstrated in your best-matching bullets to raise shortlist odds.
- 4Impact quantification: thin bullets refined with goal and outcome metrics that strengthen proof for this role.
- 5Edit, then download: review every change in an editable preview, then export application-ready PDF and DOCX.
✓ Free optimize after sign-in✓ Selected fixes only✓ Pay to download
What the Resume vs Job Description Check Returns
- Application Verdict
- Resume Match Score / Job Match Score
- Job Match / ATS Alignment
- Missing Skills & Keywords
- Rejection Risks
- Roles recommendation
- Job-specific optimization — rewrite, edit, download PDF or DOCX
ResumeAtlas doesn't count keywords. It measures evidence.
You get an application verdict — whether this job is worth applying for — plus a role fit score, a skills match separating the requirements you have proven from the ones you have only listed, elimination risks, and selectable recommended fixes. Then it optimizes a job-specific resume for the fixes you choose.
JD-tailored summary, listed-only skills proven in bullets, rejection fixes demonstrated with experience, impact quantification, editable preview, and PDF/DOCX download when you're ready to apply.
Resume not getting interviews — why skills on paper still get filtered out.
Not sure this is the right tool? See which free tool actually fits your situation.
Apply-readiness intelligence
Keyword checkers tell you what's missing. We tell you whether to apply.
Jobscan, Resume Worded, and ATS checkers score keywords. ResumeAtlas gives you the apply decision — verdict, risks, and fixes — before you submit.
| Keyword checkers | ResumeAtlas | |
|---|---|---|
| What they tell you | Keyword match percentage | Application verdict + shortlist odds |
| Why you get rejected | Missing keywords | Missing proof in your bullets |
| What they optimize | Keyword density, generic rewrites | Demonstrated experience for this posting |
| Fixes applied | All at once, without your consent | Only what you select — nothing fabricated |
| First scan cost | Signup required | Free, no signup |
Detailed comparisons: vs Jobscan · vs Resume Worded · vs Teal
Compare Resume to Job Description
ResumeAtlas is a resume to job description match checker: it measures one resume against one specific posting, and nothing else. To check your resume against a job description, paste your resume and the full job posting into the tool above. Whether you call it a resume, CV, JD, or job posting, it returns a resume match score, application verdict, role fit score, proven skills, weak skills, missing requirements, and job-specific recommendations in under a minute.
Check Resume Against Job Posting or Job Description
A job description and a job posting are the same document here, so it makes no difference which word the employer used. Either way the analysis measures one resume against one role, scoring what that specific posting asked for rather than what resumes generally contain.
Match Resume and Job Description
This is not keyword overlap. ResumeAtlas checks whether your work and project bullets prove each stated requirement, then reports which ones you could defend in an interview and which you have only mentioned. A resume and JD match is scored identically, since a JD is just the job description written short.
For the best comparison, paste the requirements section from the posting rather than company boilerplate. Most jobs are published through applicant tracking systems such as Workday, Taleo, Oracle Recruiting Cloud, Greenhouse, Lever, iCIMS, SAP SuccessFactors, but this tool evaluates the employer's stated requirements rather than testing whether your resume can be parsed by those systems.
If you are unsure whether your resume can be read correctly, run the ATS Resume Checker first. If formatting prevents your resume from being extracted accurately, convert your resume to ATS format before comparing it against a job description.
How it works
- Upload or paste your resume.
- Paste the job description you are targeting.
- Review the match report: your score, application verdict, and which requirements are proven, weak, or missing.
- Optimize the requirements you can genuinely support, then download the version you want to submit.
Check Resume Score Against Job Description
A resume match score is based on evidence, not keyword overlap. A requirement only counts as fully matched when your work or project bullets demonstrate where you used that skill. This is why two resumes with identical skills lists can receive different match scores against the same job description.
Each requirement is classified into four evidence levels:
- Proven — demonstrated with scope or measurable outcomes in work or project experience.
- Mentioned — referenced in experience but without supporting evidence.
- Listed Only — appears only in the Skills section.
- Missing — not found anywhere in the resume.
The application verdict combines these evidence levels with missing requirements and rejection risks to determine whether the role is worth applying for before you spend time tailoring your resume.
Optimize Resume for Job Description — Rewrite, Edit and Download
Once the comparison is complete, you can optimize resume for job description targeting in the same tool — no second upload and no rebuilding from scratch. Rather than rewriting everything, ResumeAtlas strengthens evidence for the requirements you already meet, then exports the finished file as PDF or DOCX.
Optimization may include:
- Rewriting your professional summary for the target role.
- Moving supported skills from the Skills section into experience bullets.
- Strengthening weak evidence with measurable scope and outcomes.
- Applying only the improvements you select.
- Reviewing every change before exporting your optimized PDF or DOCX.
How a selected fix reaches your resume:
Each rejection risk you tick is resolved inside the experience you already have, not added as a new line. The tool finds the role or project where you did the closest work, then rewrites that existing bullet so the missing requirement becomes explicit in it — naming the tool, the scope, and the outcome that were always implied but never stated. A requirement flagged as listed-only moves into the bullet that proves it. A requirement flagged as weak gets the measurable detail it was missing.
That is why the optimized resume still reads as yours and still holds up in an interview: every strengthened line points at work you actually did. If there is no experience to attach a requirement to, the tool leaves it as a gap rather than writing one for you.
Nothing is generated that you cannot support with real experience. Unsupported requirements remain visible so your resume stays accurate and interview-ready.
Tools to Match Resume to Job Description
Resume Matching vs Keyword Matching
Most resume matching tools report which keywords are missing from your resume. Useful, but it cannot tell you whether your experience actually supports the role.
- Compare one resume against one job description.
- Separate proven skills from skills that are only listed.
- Surface missing requirements and rejection risks.
- Recommend only fixes you can genuinely support.
- Free to compare resumes without signup. Payment is only required if you choose to download an optimized version.
Resume Match Checker vs ATS Resume Checker
A resume match checker scores one resume against one posting, which is what this page does. Use it as a resume checker with job description whenever you have a specific role in view, or as an ATS resume checker against job description when the question is what that employer asked for and whether your bullets evidenced it. What it will not tell you is whether your file can be read correctly before any posting exists. That is the ATS Resume Checker's job, and it is a different question.
| What you need | Use |
|---|---|
| Check resume against job description | This tool |
| Compare resume to job posting | This tool |
| Resume match score for one posting | This tool |
| Application verdict — should I apply? | This tool |
| Keywords for a role, no posting yet | Resume Keyword Scanner |
| Will my file be read correctly? | ATS Resume Checker |
| Write a resume from scratch | ATS Resume Builder |
| Rewrite bullets to cover the requirements | Work Experience Bullet Generator |
| Write a summary aimed at this posting | Professional Summary Generator |
| Move into a different role or industry | Career Change Resume Builder |
If you do not have a specific job description yet, use the resume keyword scanner to benchmark your resume against common requirements for your role before returning here to compare it with an individual posting.
Check CV Against Job Description
A CV and a resume are scored identically here, and a JD is simply a job description. Compare CV to job description and you get exactly what a resume comparison returns: the same two input fields, the same evidence scoring, the same report.
Match CV and Job Description
A CV is scored by exactly the same rule as a resume, with no separate setting to choose. The FAQ below covers when the two words differ and the one document type this checker is not built for.
Why Your Resume Doesn't Match the Job Description
Illustrative example, not a real analysis
Before
AWS listed in skills — no project bullet shows where you used it.
After analysis
AWS marked as weak because no project bullet demonstrates AWS usage for this posting.
Recommended fix
Add AWS deployment project evidence — scope, stack, and outcome — in a work or project bullet where you actually used it.
Sound familiar?
Many applicants have the right skills on paper but still get filtered out. Paste your resume and this posting to see what may be working against you.
Compare my resume to this job description — freeResumeAtlas insights
ResumeAtlas Insights From 1,246 Resume-to-Job Description Comparisons
Every figure below comes from analyses actually run on this tool between March 2026 – August 2026, not from a survey or an industry report. Each carries its own sample size because the fields were added at different times and do not all cover the same rows.
76%
Median match score1,246 analyses
96.3%
Not ready to send as-is161 with a verdict
9
Skills claimed without proof134 analyses
What the Data Says About Resume Matching
Most resumes are not ready to send as-is
- 3.7%Apply as-is (6 of 161) — median estimated shortlist odds 74%
- 75.8%Optimise first (122 of 161) — median estimated shortlist odds 42%
- 20.5%Skip this posting (33 of 161) — median estimated shortlist odds 8%
About these statistics
Across 161 analyses that recorded a verdict (2026-06-19 to 2026-08-04), 96.3% came back as either “optimise first” or “skip this posting”. Only 3.7% were judged ready to apply without changes.
Shortlist odds are this tool's estimate for that specific posting at the time of the analysis. They are not observed hiring outcomes and no interview results are tracked.
The median resume claims 9 skills it cannot prove
Across 134 analyses that scored proof strength, the median resume listed 9 skills that appear somewhere in the document but are never demonstrated in a work or project bullet. Those are the ones that read as padding to a recruiter and score as weak here.
Want to know how all 1,246 resumes performed? The full dataset covers the widest category gap, the skills postings ask for that resumes most often lack, required versus preferred requirements, and the experience gap.
Read the full ResumeAtlas Insights report →How these numbers are produced
Figures are aggregated from resume-to-job-description analyses run on this tool between March 2026 – August 2026, snapshotted at build time and refreshed on each deploy. Individual resumes and job descriptions are never published, and anonymous sessions are discarded after the analysis runs. Sample sizes differ per figure and are stated beside each one. These are resume-vs-job-description analyses run on ResumeAtlas, not a survey of all resumes. The sample skews toward software, data and engineering roles, so the specific tools below reflect those postings more than hiring overall. See the full dataset from all 1,246 analyses →
Compare resume to job description — FAQ
Running a comparison
How do I check my resume against a job description?
Paste your resume and the full job description into ResumeAtlas. This checks and compares your experience against that specific posting, then returns a resume match score, application verdict, proven and missing requirements, rejection risks, and recommended fixes before you apply. If what you want is to check resume score against job description specifically, the score appears at the top of the result next to the verdict, scored against that one posting rather than against resumes in general. Re-run it after you edit to see which changes actually moved it.
How do I compare my CV against a job description?
You can compare your CV with a job description or check your CV against a JD in the same two fields. ResumeAtlas analyzes a CV and a resume identically, then shows your resume match score, application verdict, skill proof, missing requirements, and the changes worth making for that posting.
How do I compare my resume to a job posting?
Copy the full job posting text, not a summary, and paste it with your resume into the tool above. The resume job description comparison then runs against the posting's stated requirements and returns a side-by-side view: the requirements you prove, the ones you only mention, the ones sitting unsupported in your Skills list, and the ones you do not currently meet, along with an application verdict and optimization priorities.
How do I match my resume to a job description?
Paste your resume and the posting into the two fields above to match your resume to a job description in about a minute. The match is scored on evidence rather than word overlap: each requirement in the posting is graded by how strongly your bullets support it, from demonstrated with scope and outcome down to absent. A resume job description match therefore rewards moving a skill out of your Skills list and into the role where you actually used it, not repeating the posting's wording back at it.
How do I do a resume JD match?
A resume JD match is the same task as a resume to job description comparison, just written in the shorter form recruiters use. Paste the JD in one field and your resume in the other. You can run a resume JD match, a JD and CV match, or a CV to job description match here and the scoring is identical, because the tool reads a CV and a resume the same way and treats a JD and a job posting as the same document.
Can I check my resume against a JD for free?
Yes. Check resume against job description free, with no account and no card: you get the full result, not a teaser. If you want to check my resume against job description before an application deadline, the analysis itself is never paywalled. One free analysis is included per 30 days, and you pay only if you choose to download an optimized file. What you see for free is the complete resume match score, application verdict, skill proof map, missing requirements, rejection risks, and recommended fixes.
Is a CV the same as a resume when comparing against a job description?
For this tool, yes. Outside the US the two words are used interchangeably for the same one-to-two-page professional document, and an ATS extracts contact details, work history, skills, and education from either one identically — so a CV-to-job-description comparison and a resume-to-job-description comparison return the same analysis. The exception is the academic CV: multi-page publication, grant, and teaching lists are not what job-posting matching is built for, and most academic applications are not screened by an ATS at all.
How much does it cost?
The comparison is free. You get one free analysis every 30 days without an account, and a second free one after signing in with Google, which also unlocks job-specific optimization so you can preview and edit the rewritten resume at no cost. Beyond that, a job application pack is $2.99 for 5 credits, and one credit covers a full job: one check, one optimization, and one ATS-friendly PDF or DOCX download. There is no subscription and no recurring charge, so nothing renews and there is nothing to cancel. You are never asked for a card to see your match score, verdict, missing requirements or rejection risks.
What file formats can I upload?
PDF, Word (.docx) and plain text (.txt), or you can paste your resume straight into the box instead of uploading anything. The job description is always pasted as text, since postings are usually copied from a careers page or a job board rather than downloaded as a file. Text is extracted in your browser, so the file itself does not need to be sent anywhere to be read.
Can I compare my resume against multiple job descriptions?
Yes, but one posting at a time, and that is deliberate. The whole method is scoring your resume against a single set of stated requirements, so averaging several postings together would blur exactly the detail that makes the verdict useful. Run one comparison, read the verdict, then paste the next posting. Each run is a separate analysis, and one analysis is included free every 30 days.
What should I paste for the most accurate comparison?
Paste the requirements section in full, and skip the company boilerplate. Sections headed responsibilities, requirements, qualifications or what you will do carry the terms the comparison scores against; mission statements, benefits and culture copy add words without adding requirements and will dilute the result. Include the seniority line if the posting has one, because years of experience and scope are graded too. On your side, paste the whole resume rather than a summary, since a requirement only counts as proven when a work or project bullet shows where you did the work.
Scores and how they work
What is a good resume match score?
Most tools answer this with a round number and no source. Here is ours, measured rather than asserted: the median resume-to-job-description match score on this tool is 76%, across 1,246 analyses run between March 2026 – August 2026. So a score at or a little above 76% is ordinary, not good — it means you look like the middle of the field for that posting. What moves you out of the middle is not a higher keyword count but converting listed skills into proven ones, because the score only counts a requirement as matched when a bullet shows where you did the work. Use the number to prioritize edits for one posting, not as a hiring guarantee: each employer weighs qualifications differently.
How accurate is the resume match score?
The score is a transparent comparison of your document against the requirements in the specific job description you paste, and nothing more. It shows where evidence is proven, weak, listed only, or missing. It cannot reproduce any employer's private ATS configuration and it does not predict a hiring decision. Where this tool estimates shortlist odds, that is a model estimate for that posting at that moment — ResumeAtlas does not observe or track whether you were actually shortlisted.
How does resume matching work?
A resume job description matcher compares one resume against one specific posting and reports how well the two line up. Most stop at term overlap and return a percentage; this one is scored on evidence instead. The job description analysis runs first, reading the posting for its required skills, preferred skills and seniority signals. Your resume is then graded against each one, from demonstrated in a work or project bullet down to absent altogether. Only the requirements your bullets genuinely demonstrate raise the score fully, which is why a long skills list on its own moves it very little.
What is the skill-by-skill proof map?
For each requirement in the job description, the proof map shows whether it is proven in a project bullet, mentioned in experience text, listed only in Skills, or missing honestly. That is where a resume that looks qualified on paper turns out to be thin. It is a common problem rather than an edge case: across 134 analyses that scored proof strength, the median resume claimed 9 skills that appear in the document but are never demonstrated in a work or project bullet.
Gaps, keywords and fixes
Does ResumeAtlas find missing keywords?
Yes, and it separates a missing word from missing evidence so you can strengthen claims you can actually support instead of keyword-stuffing. Worth knowing before you work from a generic keyword list: those 1,246 analyses surfaced 5,632 distinct missing terms, and even the single most common gap (AWS) appeared in only 7.5% of them. The gap is never a list you can memorise in advance; it is specific to the posting in front of you.
What is resume gap analysis?
Gap analysis compares your resume to one job description and surfaces what is missing or only listed: required skills without bullet proof, thin impact signals, and unsupported posting requirements. The skill proof map makes those gaps concrete before you optimize.
How do I tailor my resume to a JD?
Tailor from evidence, not from the keyword list. Run the comparison first so you can see which JD requirements you already prove, which you only list, and which you genuinely lack. Then rewrite the summary and the bullets covering the proven requirements so the scope and outcome are explicit, move supported skills out of the Skills section into the roles where you used them, and leave the genuine gaps alone. Rewriting to include keywords you cannot back up is what makes tailored resumes fail at interview.
Can I optimize my resume for a job description with this tool?
Yes. This is the canonical free tool for both analysis and optimization. Paste one job description, read the application verdict and skill proof map, then apply evidence-first optimization to strengthen bullets for that posting while keeping claims interview-safe.
How does evidence-first optimization work?
After the application verdict, ResumeAtlas rewrites your summary and project bullets for the same posting: supported JD skills move into the bullets where you used them, with stronger impact language from work you already did. Unsupported requirements stay visible as gaps. You review every change before export.
Choosing a tool, and your data
Why is my resume not getting interviews?
Resumes often list the right skills but fail screening when those skills are not proven in project bullets. Paste your resume and the job description to read your application verdict, elimination risks, and which requirements need stronger evidence before you apply.
Can I get a resume review against a specific JD?
Yes — that is what this page does, instantly and without a human reviewer. Instead of general feedback on formatting and wording, you get a review scoped to one posting: how your experience reads against that JD's stated requirements, which claims are backed by project evidence, which requirements you cannot currently support, and the specific fixes worth making before you submit that application.
How is this different from an ATS resume checker?
An ATS resume checker focuses on parsing and formatting risk. ResumeAtlas evaluates whether your experience supports this specific role: application verdict, elimination risks, skill proof, and recommended fixes for the posting you paste.
Which tool is best for comparing my resume against a job posting?
Pick the one that reports evidence, not just term overlap. Tools to match a resume to a job description fall into two groups: keyword scanners, which list the posting terms your resume is missing, and evidence matchers, which check whether your experience actually supports each requirement. A keyword scanner cannot tell you that you listed a skill you never demonstrated, which is the most common reason a well-matched resume still fails at interview. This tool does the second kind: it compares your resume against the specific job posting you paste and returns an application verdict, a skill-by-skill proof map showing which requirements are demonstrated in bullets versus merely listed, elimination risks, and the missing keywords worth adding honestly. Comparing one resume against one posting is free and needs no account.
Do you store my resume or share it with anyone?
For anonymous sessions, your resume and job description are used to compute the analysis in real time and then discarded. If you log in, we may store optimized versions and usage data so you can download and revisit them later. We do not sell your resume data to advertisers or data brokers.
Ready to check this posting?
Paste your resume and the job description for a match score, application verdict, and the gaps to fix — free, no signup.
Two resumes carrying identical skills lists can score very differently against the same posting, because what counts here is where the work is shown rather than whether the word appears. That is also the rule optimization follows: the fixes you select are written into the experience you already have, never invented, and anything you cannot support stays visible as a gap. No signup and no card to see your result: one free analysis is included per 30 days, and you pay only if you choose to download an optimized, posting-specific file.
Last updated: August 17, 2026