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Bring your story
Upload your current résumé. We preserve the facts and uncover the strongest signals.
Résumés built for the role—not the pile
Turn experience into
instant relevance.
An interactive, job-specific candidate evidence brief. Its 10-second view surfaces fit, clickable metrics, requirement coverage and proof—then lets recruiters inspect the evidence behind every signal.
10-second viewEvidence-ledMarkdown export
TRANSFORMATION STUDIO
Build your role-fit story
1
Upload your résuméPDF or DOCX · max 10 MB
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Your résumé stays yours
Encrypted and never sold or used to train public models.
Encrypted and never sold or used to train public models.
2
Add the job descriptionPaste the complete posting for sharper matching
77 words
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Ready to create your infographicAI organizes your real experience. You review every claim.
THE JOBFITIQ DIFFERENCEFrom document to decision
From document to decision
in three focused steps.
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Target the opportunity
Add the job description. JobFitIQ maps requirements to proof—not empty keywords.
✦
Make fit visible
Review and export an interactive infographic recruiters can understand in seconds.
LIVE SAMPLETen seconds first.
Ten seconds first.
Evidence when needed.
The opening view explains fit immediately. Clickable metrics reveal the projects, dates and criteria behind each number; deep-dive mode exposes the full candidate evidence brief.
Explore the transformed sample →CREATED WITH JOBFITIQ · FREE
SENIOR RESEARCH ENGINEER
Paul Woll
AI systems architect turning complex research into secure production software.
92ROLE FIT
30+years building95research → prod8fit dimensions
REQUIREMENT → EVIDENCE
Production ML & GenAIExceeds
Python & data pipelinesExceeds
Cloud, CI/CD & DevOpsStrong
LATEST INTERACTIVE CONCEPT · SECURITY OPERATIONSOne evidence graph.
One evidence graph.
Three legitimate résumé products.
Ievgen Bondarenko’s V10 prototype demonstrates how one evidence model can power a public evidence résumé, a role-family résumé, and a specific application—with candidate and target job preserved as permanent anchors.
10-second viewJob-fit navigationEvidence bridgeGap modeDark + light themes
Open the full V10 concept ↗APPLICATION VIEWEvidence bridge
IBIevgenPermanent candidate anchor
SkillsEvidenceRequirements
JDTarget rolePermanent job anchor
Observable fit88
Every signal remains connected to its source, context, collaboration mode, and target requirement.
BUILT FOR BOTH SIDES OF THE DESKLess guessing.
Less guessing.
Better conversations.
Show the value behind the résumé.
Tailor your story without inventing experience. Make transferable skills and real outcomes impossible to miss.
Create your fit story →See evidence before the interview.
Standardized fit maps surface strengths, gaps, and proof—while keeping human judgment where it belongs.
Explore hiring tools →COMING SOON
Explore the concept now. Join the waitlist for launch.
Paul’s public résumé shows the finished experience. Join the waitlist to hear when JobFitIQ can create and host one from your résumé and target role.
$0to explore
- Interactive candidate evidence brief
- Role-fit evidence mapping
- Markdown export for hiring systems