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Job–Resume Evidence Matcher v3.1
Add the job advertisement
Include responsibilities, required qualifications, and preferred qualifications.
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Add the resume
Use the version you would actually submit for this role.
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Your report
Document alignment and evidence map
Possible screening outcome
Pending
This is a document-based warning, not a prediction. "Not shown" does not necessarily mean "not qualified."
Hard filters found in the job ad
Minimum experience, education, credentials, and eligibility conditions
Coverage of must-have qualifications.
Autonomy, complexity, scope, repetition, and outcomes compared with the job expectation.
Only facets actually requested by the employer are included in the denominator.
Strength of role-linked evidence, weighted by source type, recency, scope, and outcomes.
Accurate use of the employer's terminology where the evidence supports it.
Confidence in requirement extraction, document parsing, and evidence linkage.
Why this score?
Requirement-level contribution ledger
Largest strengths
Requirements contributing the most readiness points.
Largest deductions
Highest weighted points currently unavailable and why.
Wording gaps
Relevant evidence exists but uses different terminology.
Depth gaps
Intensity or cluster strength is below the job's requirement level.
Qualification gaps
No defensible support found. Do not solve by inserting keywords.
Demanded-facet breakdown
Only employer-requested facets are scored. Green = direct evidence, blue = transferable evidence, gray = unsupported.
Transferability connections used
Directional same-family or adjacent skills that supplied limited—not exact—credit.
Composite skill decompositions
Multi-concept requirements broken into component skills.
Unmapped dynamic phrases
Repeated phrases in the job text not absorbed into the skill graph.
Demand versus proof
Employer concepts, reference frequency, and evidence quality
Repeated words do not automatically increase fit. Independent job references establish demand; role-linked accomplishments establish proof.
| Employer concept | Job demand | Resume proof | Fit | Recommended action |
|---|
How it works
Requirements and evidence become auditable vectors—not keyword piles.
v3.1 separates the exact facet an employer requests from related tools in the same family, then explains every score through job-demand frequency, resume-proof strength, depth, context, and employer language. Revision priorities consume the same requirement records, so every recommendation links back to a source sentence and a measurable deduction.
Job clauses and resume bullets retain their source, role, date, action, context, and priority.
Demanded facets match first; semantic equivalents, same-family tools, and adjacent skills receive progressively less credit.
Evidence is scored across exposure, autonomy, complexity, scope, outcomes, recency, and source strength.
Every conclusion is source-linked and can be confirmed, rejected, or ignored before export.
Important limits
This tool improves documents. It does not evaluate people.
Employer systems, configurations, and human review practices differ.
Warning flags only explicit filters. No prediction of employer decisions.
Designed for an applicant comparing their own documents.
Missing qualifications stay visible. Revision suggestions require truthful completion.
FAQ
Before you use the report
A demanded facet is the specific sub-competency named by the employer. If the job requests AWS, only AWS is scored as the direct facet. Azure or GCP may receive limited transferable credit, but they cannot be labeled exact.
The depth profile compares exposure, autonomy, complexity, scope, repetition, and outcomes. A resume can therefore show strong execution but still have a scope gap, or strong outcomes but insufficient evidence of ownership.
The matcher distinguishes semantic equivalents, same-family tool transfer, and broader adjacent skills. Transfer is directional and capped. A related tool or neighboring competency may reduce a gap, but it never proves the exact requested skill.
The job ad contains an explicit minimum or eligibility condition that the resume appears not to support or falls below. It is a prompt to verify the requirement—not a claim that an ATS or employer will reject the application.
Supported files are read in the browser. TXT and pasted text work without an external parser. PDF and DOCX parsing requires an internet connection to load pinned PDF.js and Mammoth libraries; document text is still processed in the browser and is not uploaded or stored. Analytics events never contain document text, names, or filenames.
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