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Tailoring a resume

How to tailor a resume
to a job description.

Pick the proof the posting asks for, put it first and say it in the posting's words. The method is below, with one example worked line by line. Or let CV Rocket tailor a CV for every job you pick, and apply with it.

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See the worked example
One bullet, tailored
The posting asksLead the on-call practice for a team of six.

BeforeParticipated in the on-call rotation and helped improve alerting.

AfterRan on-call for six engineers. Cut pages from 40+ a week to 9.

25 readers: clear call

The method

Three things change. The facts never do.

  1. Which bullets you keep

    The strongest edit is a cut. If the posting is about scale, your migration work goes up and the hackathon comes out. Most of tailoring is deletion.

  2. What order they sit in

    A recruiter reads the top third and skims the rest. The thing they asked for goes first: first job, first line.

  3. Whose words each one uses

    You built an event pipeline. They call it streaming ingestion. Use their words when they are true of what you did, and keep yours when theirs would overstate it.

  4. The facts stay put

    Dates, employers, titles, scope and numbers never change. Editing those ends a hiring process at the reference call.

Worked example

One requirement, three bullets, before and after.

A composite posting, and bullets written for this page. The edits are the ones our pipeline makes.

What the posting asked for"You will own the reliability of a payments service handling several thousand requests per second, and lead the on-call practice for a team of six."
  1. BeforeWorked on backend services in Go and Python for a fintech platform.

    AfterOwned three Go services on the payments path, 4k req/s at peak, 99.95% availability over the last year.

    WhySame job, same year. The first line describes a role; the second answers the question the posting asked. The numbers were in the profile all along.

  2. BeforeParticipated in the on-call rotation and helped improve alerting.

    AfterRan the on-call rotation for six engineers. Rewrote the alert set after a quarter of 40+ pages a week, ending at 9.

    Why"Participated" and "helped" hide who did the work. The posting asks for someone to lead the practice, so the bullet says you led one, and what changed.

  3. BeforeExperience with Kubernetes, Terraform, Kafka, Redis, gRPC, and CI/CD.

    AfterCut deploy time from 40 minutes to 6 by moving the release path onto Terraform and reusable CI templates.

    WhyA tool list is a claim nobody can check. One sentence about what a tool did is a claim an interviewer can ask about.

Nothing in the right column is new. It was all in the profile, and the posting decided what earned the space.

Keywords

Mirror the posting. Never stuff it.

Pasting "Kubernetes" into a skills block does not make you someone who has run a cluster in production, and the interview finds out in four minutes.

The rule: use the posting's word when a sentence about your own work backs it. A recruiter's search over their applicant pool is a keyword search, so the right words put you in the results, and the proof next to them gets you the call.

Free toolPull the terms out of a postingPaste a job description into our keyword finder. It splits what the posting demands from what it only prefers, and lists the terms your CV never mentions. It runs in your browser, with no account.Open the keyword finder

Every job, tailored

By hand, 5–10 tailored CVs. With us, 100 a day.

Each application goes out with its own CV, written for its posting, read by 25 hiring-side readers and paid once. At 100 a day, the law of large numbers works for you.

5–10CVs tailored by hand
100CVs a day with CV Rocket

AI tailoring

ChatGPT rewrites text. We tailor, test and apply.

3×more interviews than doing it yourself with ChatGPT

What you getChatGPTCV Rocket
InterviewsYour baselineYes: 3× as many
A CV for the postingIf you paste it in each timeYes: Written for each job you pick
Numbers stay trueIf you check every lineYes: A number your profile lacks is refused
Checks what the CV left outIf you paste your whole profile and askYes: One reader holds your whole profile
Read by the hiring side firstNoYes: 25 readers, round after round
Knows which CVs get calledNoYes: Every reply filed against its CV
Applies for youStops at every sign-in pageYes: On the employer's own form

What comes back

The CV written for that posting, its review, and the application we submitted with it, on one screen.

One position in CV Rocket: the CV written for the posting, its review, and the application submitted on the employer's form.
Get me interviews

Free account, no card. From $25 per CV, paid once.

Questions

Tailoring a resume, answered.

How do I tailor my resume to a job description?

Read the posting twice and write down what it demands, apart from what it only prefers. Cut the bullets that answer neither. Order what is left so the demands are answered in the top third. Then restate each bullet with the posting's own word where that is true, and add the number you already know. Leave dates, titles and employers alone.

How many keywords should I include?

Every term you use needs a sentence behind it that you would be glad to be asked about. A CV with eight terms you can back beats one with thirty that fall apart on the screening call.

Should I change my job title to match the posting?

No. Your title is a fact about your employment, and it gets checked. If your real title undersells you, keep it and let the bullets carry the scope.

Does an ATS reject me for missing keywords?

Not on its own. The recruiter's search across the applicant pool is a keyword search, and a CV without the posting's words never comes up in it. One of our 25 readers is an ATS screener for exactly that reason.

Is tailoring better than applying to more jobs?

With CV Rocket you get both. Every application goes out with its own tailored CV, and we send 100 a day where by hand you manage 5–10.

Can AI tailor a resume properly?

Ours does. ChatGPT warns that it can make mistakes, so every line it writes is yours to check. CV Rocket refuses any number your profile does not hold, and 25 hiring-side readers read every draft before it becomes your PDF. That is how you get 3× more interviews than doing it yourself with ChatGPT.

Do you tailor the CV for me?

Yes. Say yes to a job and the CV comes back written for that posting, and then we apply with it. The method on this page works by hand too.

Every CV tailored.
Every job applied.

Sign up free, drop your CV and say which jobs you want. Each one gets its own CV, and we apply with it.

Get me interviews

Free account, no card. From $25 per CV, paid once, no subscription.