How to tailor your CV to a job description

What tailoring actually means

Tailoring is the practice of adjusting your CV — language, emphasis, ordering, and keywords — so the version a recruiter or ATS sees clearly matches the role being filled. It does not mean inventing new experience. It means making the relevant parts of your real experience impossible to miss.

The four levers worth pulling

1. Title alignment

If the role is "Senior Product Manager" and your past title was "Lead PM," update your summary and experience headers to surface the closest equivalent phrasing. ATS systems and recruiters both search by title.

2. Keyword and phrase alignment

Identify the recurring nouns and phrases in the job description — tools, methodologies, responsibilities — and make sure they appear in your CV using the same wording, in the bullets where you actually demonstrated them.

3. Re-prioritisation

Move the bullets and roles that match the target job to the top of each section. Recruiters scan top-down and rarely read past the first two bullets per role.

4. Summary rewrite

Your top-of-page summary is prime real estate. Rewrite it for each application to reflect the target role's title, the experience you're emphasising, and the outcomes that matter most for that job.

Why generic CVs lose

A generic CV is optimised for nothing in particular. In a high-volume applicant pool, it loses to a tailored CV from someone with less experience, because the tailored CV scores higher in the ATS and reads more clearly to a recruiter scanning fast.

How CVLYTIQ tailors for you

Upload your CV once and paste a new job description for each role. CVLYTIQ generates a tailored, ATS-safe rewrite in seconds — built only from the truth on your source CV — and shows you the scoring difference compared to the original.