Tailor your resume by matching the job description’s real requirements to specific, truthful evidence from your experience. Use the employer’s wording when it accurately describes your skills, put the most relevant accomplishments where they are easy to find, and keep the layout readable. Keywords can clarify a genuine match; they cannot make up for unsupported claims or confusing formatting.
Start by turning the job description into a short checklist
Before editing your resume, save or copy the posting. Break it into the qualifications and work the employer actually names rather than trying to echo every sentence. UC Berkeley recommends analyzing a position description to understand its qualifications and skills; Harvard advises using posting language when it corresponds to your real skills and experience.
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- Required qualifications: credentials, experience, or skills presented as essential.
- Preferred qualifications: useful additions that are not described as mandatory.
- Responsibilities: the work the person in the role is expected to do.
- Tools, methods, and terminology: named software, processes, techniques, or role-specific phrases.
- Recurring themes: requirements or responsibilities emphasized in more than one part of the posting.
Then sort the items into three groups: strengths you can demonstrate directly, adjacent or transferable experience, and genuine gaps. A gap is not a skill to add to your resume. If your experience uses a different term for equivalent work, explain the connection accurately instead of implying experience you do not have.
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For each important requirement, identify the strongest relevant example from paid work, projects, research, volunteering, or another experience. The goal is not just to name a skill, but to show where and how you used it. Harvard’s 2026 guidance describes a useful P-A-R structure: Project, Action, Result. In practice, a bullet can identify the task or context, your action, and the outcome or concrete output.
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A flexible structure is Action + task or context + result/evidence. For example: “Improved [process] by [action], resulting in [verified outcome].” Replace the brackets only with details you can support. Use a reliable number when you have one; if you do not, describe a specific qualitative result or deliverable rather than inventing a metric.
Harvard’s resume guidance and UC Berkeley’s advice both favor fact-based, outcome-focused content. Keep the accomplishment specific enough that a reader can understand your contribution, while avoiding claims that make team results sound solely yours.
Revise the summary, skills, and experience sections
Summary
If your resume has a summary, use it to foreground the most relevant qualifications you can substantiate. Avoid a generic objective or a string of posting phrases with no evidence behind them. The summary should help a recruiter see the connection between your background and the role quickly.
Rank #2
Skills
List relevant, accurate skills explicitly, particularly tools or methods named in the posting. Use the employer’s exact term when it genuinely describes your proficiency or experience. A skills list can make qualifications easy to spot, but it should not stand alone where an experience bullet can demonstrate how you used the skill.
Experience and projects
Reorder or refine bullets so the most relevant evidence is prominent. A bullet should make your action and its context clear, then show a verifiable outcome or output. Include terminology from the posting naturally when it fits the work. Do not add a keyword simply because it appears in the description if you cannot explain or demonstrate it.
Make the resume readable to people and application software
An applicant tracking system (ATS) is software used in online applications, but systems have different capabilities. UC Berkeley recommends conventional section headings and advises avoiding headers, footers, text boxes, tables, colors, pictures, and graphics in a resume intended for an ATS. This is prudent risk reduction, not a guarantee that one format works identically in every system.
- Use familiar headings such as “Experience,” “Education,” and “Skills.”
- Keep the layout consistent and the text easy to scan.
- Include relevant posting terms in context and list applicable skills clearly.
- Follow the employer’s requested file type and application instructions.
- Check the exported or uploaded document so contact details, dates, headings, bullets, and links remain readable.
There is no basis in these sources for claiming that every ATS rejects columns, that a particular keyword score guarantees an interview, or that every unmatched resume is automatically rejected. The sensible approach is to make relevant qualifications explicit, use clear formatting, and follow the application’s instructions.
Check the final version for fit, accuracy, and readability
Before submitting, compare the revised resume with the posting against five questions:
- Does it cover the required qualifications and the preferred ones that genuinely apply?
- Does each important skill or qualification have specific supporting evidence?
- Are the terms and claims accurate, including any transferable experience?
- Can a recruiter find the most relevant information quickly?
- Does the formatting remain reliable and follow the employer’s file requirements?
Proofread the final file and inspect the converted version, not just the editable document. Harvard recommends checking PDF conversion; UC Berkeley advises using the format the employer requests.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Use AI as an editor, not as a source of credentials
AI tools can help identify recurring requirements in a posting or suggest clearer wording for experience you already have. Harvard and UC Berkeley both caution applicants to review generated content and ensure that it reflects their own experience and voice. Verify every suggested term, claim, and result yourself; you should be prepared to discuss every line of the resume.
Before using a tool, check the employer’s rules on AI and consider whether the information you plan to share is personal or proprietary. Do not provide information to a tool when sharing it would be inappropriate. Harvard’s guidance is available at AI for Resumes and Cover Letters, and UC Berkeley’s at Utilizing Generative AI.
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Harvard’s 2026 guide for graduate students applying to industry roles explains the P-A-R approach. Harvard’s broader guide to creating a strong resume, its HES resource on impactful resumes and cover letters, and UC Berkeley’s resume guidance offer additional advice. Their recommendations are general; employer instructions, local resume conventions, role requirements, and ATS capabilities can differ.
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