Build the evidence inventory first
Collect accurate roles, dates, responsibilities, outcomes, tools, projects, qualifications, and links before choosing a template. Content decisions should lead design decisions.
Separate facts from interpretation. A job title and date are facts; a claim such as 'transformed operations' needs a specific action and observable result.
Keep a master career record, then select the relevant evidence for each application. This is safer than repeatedly rewriting your history from memory.
Tailor by relevance, not by invention
Use the employer's language where it accurately names your experience. Prioritize matching evidence, remove unrelated detail, and never add a skill or outcome you cannot defend in an interview.
Mark every essential requirement in the job description. Beside each one, write the strongest truthful evidence you have or mark it as a real gap.
Keywords should label evidence. Repeating a phrase without a supporting example creates noise for both software and people.
Make the document parseable and scannable
Use conventional headings, selectable text, a clear chronology, restrained columns, and contact details in the document body. ATS compatibility removes parsing risk but does not guarantee a shortlist.
Export the final file, copy all text from it, and check whether names, dates, headings, and bullets appear in the intended order. This simple parse test catches many layout failures.
Choose length based on evidence. One clear page often suits early-career candidates. Experienced professionals may need two pages. More pages are not automatically more credible.
Run a four-reader final review
Review the CV as the candidate, recruiter, hiring manager, and parser. Each reader needs accuracy, fast relevance, credible depth, and reliable structure.
Confirm every date, link, credential, number, and name. Then check the opening third of the page: it should tell the right reader what you do and why the evidence is relevant.
Save the exact version sent with the role and date. When an interview arrives, prepare from that version rather than a newer unrelated edit.
- Accurate facts
- Role-specific evidence
- Readable export
- Working links and contact details