1. Read the job as a set of evidence requests
Separate repeated responsibilities and required qualifications from broad company language. Repetition can show emphasis, but it does not automatically mean a term belongs in your resume.
Create a short list of requirements you can support, requirements you may be able to clarify, and genuine gaps. Do not turn the third group into keywords merely to improve overlap.
2. Map requirements to existing proof
- 1
Choose the evidence
Find the role, project, skill, course, or result that genuinely supports a requirement.
- 2
Preserve the context
Keep your actual level of ownership, dates, collaborators, scope, and outcome.
- 3
Name the relevance
Use clear job language when it accurately describes the evidence instead of copying an unsupported phrase.
3. Work through an illustrative evidence rewrite
Illustrative pattern only: replace every bracketed prompt with evidence you can verify from your own history. The example shows the reasoning sequence, not a bullet to copy or a result to claim.
| Evidence step | Illustrative example |
|---|---|
| What the job asks for | Improve reporting quality and communicate operational insights to stakeholders. |
| What the source resume actually proves | [Built a real weekly report] using [verified source or tool] for [real audience]; [documented outcome or no outcome claim]. |
| Honest rewrite pattern | Built [real report] from [verified source or tool] and explained [supported insight] to [real audience], helping [documented outcome, if known]. |
| Truth check before use | Keep the actual tool, audience, ownership level, and outcome. Remove the outcome clause when you cannot verify it. |
4. Edit for priority, clarity, and human review
- Move the most relevant supported experience closer to the beginning of its section.
- Replace vague verbs with specific actions without increasing the claimed scope.
- Add numbers only when you know them and can explain what they measure.
- Keep standard section labels and readable formatting.
- Compare the final document with both the source resume and target job.
Frequently asked questions
How much of a resume should change for each job?
There is no fixed percentage. Change only what improves relevance or clarity while leaving the underlying facts intact.
Should I copy wording from the job description?
Use the employer’s terminology when it accurately describes your experience, but avoid copying sentences or adding requirements you cannot support.
Can I change my job title to match the vacancy?
Do not replace an official title in a way that misrepresents the role. If clarification is necessary, keep the original title and add an accurate functional explanation.
Sources and further reading
These references provide official or institutional context for this guide. They do not validate MatchResume, reproduce a private ATS, or establish a universal hiring rule.
- USAJOBS — Understanding a job announcement
Official U.S. federal guidance describing the duties, requirements, evaluation, documents, and application sections applicants should review. Its scope is specific to USAJOBS federal vacancies.
- O*NET OnLine — Summary Report reference
A U.S. Department of Labor-sponsored reference to occupation-level tasks, skills, knowledge, and experience descriptors. It can support occupation research, but it does not replace the target posting or define an ATS rule.
Continue with reliable context
Use the tailoring workflow
Prepare a job-specific version from your real resume.
Check the truth boundaries
Review edits that could alter meaning or scope.
Read the methodology
Understand how MatchResume frames analysis and limitations.
To tailor a resume, identify the job’s important responsibilities, map each one to evidence from your actual history, then reorder and clarify the strongest matching material. Remove distractions, preserve factual context, and review every change before applying.