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Examples are fictional and do not represent customer results. Use only facts you can support.
Save the original descriptions
Save each role's title, company, source link and description. Recruitment pages can change. If a link cannot be imported, paste the description and verify it against the original.
Compare more than keywords
Compare required skills, resume evidence, gaps, seniority, location, work authorization and deadlines. A high text match does not overcome a mandatory qualification or location constraint.
A fictional three-role comparison
Role A requires Node.js and PostgreSQL; Role B requires Java and Spring; Role C requires Python and data pipelines. If your only evidence is a Node.js project, Role A has clearer technical alignment. This does not establish hiring probability; review the full qualifications.
| Role | Requirement | Evidence to verify |
|---|---|---|
| A | Node.js, PostgreSQL | Your actual API project |
| B | Java, Spring | Gap if not demonstrated |
| C | Python pipelines | Gap if not demonstrated |
Prepare and record each application
Create a version for each role worth pursuing. Review the PDF and submit through the employer's process. Record the date, status, source and version used. JobPilot does not automatically submit applications.
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