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Tailor your resume by matching a job description’s real requirements to specific, truthful evidence from your experience. Use the employer’s terminology when it accurately describes your skills, bring the most relevant accomplishments forward, and keep the document easy to scan. Keywords can help make a genuine fit visible; they cannot make an unsupported claim true or guarantee an interview.
1. Turn the job description into a requirements list
Before editing, save or copy the posting. Identify what the employer says the role needs rather than trying to repeat every phrase in the advertisement. UC Berkeley recommends analyzing each position description for its qualifications and skills; Harvard advises using language from the posting when it corresponds to your actual experience.
- Required qualifications: credentials, experience, or capabilities the posting treats as essential.
- Preferred qualifications: useful advantages that are not described as mandatory.
- Responsibilities: recurring tasks and outcomes the role is expected to own.
- Tools and methods: named software, systems, techniques, or processes.
- Repeated role-specific terms: language that helps clarify what the employer values.
Keep the categories distinct. A term appearing in a posting is not automatically a qualification you possess, and a preferred item should not be represented as a requirement.
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2. Match each requirement to evidence you can defend
Sort the list into demonstrated strengths, adjacent or transferable evidence, and genuine gaps. For each strength or transferable skill, identify a concrete example from employment, a project, research, volunteering, or another relevant experience. Transferable evidence can show how you approached similar work, but it should not be presented as direct experience with a tool or responsibility you have not used.
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For example, if a posting names a particular analytics platform but you used a different one, name the platform you actually used and describe the comparable work you performed. Do not list the requested platform as a skill merely because it appears in the advertisement. Harvard’s resume guidance emphasizes that applicants should be able to speak to every line of their resume.
Use this check for each important posting requirement:
- What have I done that demonstrates this?
- Where can the reader see that evidence in the resume?
- Does the wording describe my experience accurately, including its scope?
- If I have only adjacent experience, have I made that distinction clear?
3. Rewrite accomplishments to show what you did
A resume bullet should connect an action to its context and evidence of the result. Harvard’s 2026 guidance describes this as Project, Action, Result (P-A-R). One adaptable structure is:
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Action + task or context + result or concrete evidence
For example, use a structure such as “Improved [process] by [action], resulting in [verified outcome].” Replace the brackets with facts you can substantiate. A result can be a concrete qualitative output—such as a delivered project or a documented process change—if you do not have a reliable numerical measure. Do not invent percentages, savings, volumes, or other outcomes to make a bullet sound stronger.
When revising, put the relevant work and your contribution in the foreground. A keyword-only skills list may identify a term, but an accomplishment bullet can show how you used that skill. Harvard and Berkeley both recommend factual, impact- or outcome-focused resume content.
4. Use ATS keywords accurately and in context
An applicant tracking system (ATS) is software used in online job applications, but systems and their capabilities vary. UC Berkeley notes that organizations use different ATS products. The reviewed guidance does not establish a universal keyword threshold, a guaranteed score, or a rule that all systems reject a particular layout.
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Think of ATS preparation as reducing avoidable confusion, not gaming a universal filter: use clear language, make relevant qualifications easy to find, and follow the employer’s application instructions. No keyword list can compensate for unsupported claims or a resume that is difficult to read.
5. Reorder and format the resume for quick scanning
Once the evidence is selected, revise the summary, skills section, and experience bullets so the closest match is easy to find. Give relevant accomplishments more prominence than unrelated details, while preserving accurate dates, titles, and context. Use conventional section headings and a consistent layout.
Berkeley advises using standard headings and avoiding headers, footers, text boxes, tables, colors, pictures, and graphics because ATS capabilities vary. This is risk-reduction advice, not a promise that one format passes every system. Follow the employer’s stated file-format requirements rather than assuming that PDF or another format is always preferred.
6. Proofread the file you will actually submit
Review the final saved or exported version, not only the editing document. Harvard recommends checking PDF conversion, while Berkeley advises using the format requested by the employer. Confirm that contact information, section headings, dates, bullets, and links remain readable and in the intended order. Then check the application form and upload instructions for any employer-specific requirements.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.7. Use AI as an editor, not as a source of credentials
AI tools can help identify recurring terms in a posting or suggest edits to evidence you already have. Harvard and Berkeley both caution that applicants should review AI-generated material and retain their own experience and voice. Verify every suggested line, remove any claim you cannot support, and check the organization’s rules about AI use. Do not share personal or proprietary information with a tool when that would be inappropriate.
8. Compare resume versions against the same criteria
If you are deciding between two drafts for one role, compare them on the points that matter to a reader and to clear application processing:
- Coverage of required and relevant preferred qualifications.
- Specificity and strength of the evidence supporting each important claim.
- Accuracy of terminology and scope.
- How quickly a recruiter can find the most relevant information.
- Formatting reliability and compliance with the employer’s requested file type.
For additional guidance, see Harvard’s 2026 industry resume guidance for graduate students, Harvard’s guide to creating a strong resume, UC Berkeley’s resume guidance, Harvard’s advice on AI for resumes and cover letters, and UC Berkeley’s guidance on generative AI.
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