How to tailor your CV to a job advert and lead with your strengths

Most advice about job applications says the same thing: tailor your CV to every advert. It is good advice, but it rarely says what tailoring actually involves, or where it stops. The result is either a CV that barely changes between applications, or one stretched so far that you would struggle to talk about it in an interview.

This post is about the middle ground. Tailoring, done properly, means taking the experience you really have and presenting the parts that matter for this job first, in the words this employer uses. Nothing more, nothing less.

Why tailoring works at all

A hiring manager or recruiter reading your CV is trying to answer one question quickly: can this person do the job in the advert? They are comparing what you wrote against a list of requirements, often in a few minutes and often alongside many other applications.

A general-purpose CV makes them do the matching. If the advert asks for "incident management in ServiceNow" and your CV mentions ServiceNow in the fourth bullet of your third job, they may not find it. Tailoring moves that evidence to where they are looking, and names it the way they named it.

It is not about tricking anyone. It is about making the reader's job easy.

Step 1: Read the advert like a checklist

Before touching your CV, go through the job advert and pull out what the employer is actually asking for. Split it into three lists:

• Must-haves: skills, tools and experience listed as requirements. For a support role that might be "2nd-line experience", "Microsoft 365 administration" and "an ITSM tool such as ServiceNow".
• Nice-to-haves: anything marked "desirable", "a bonus" or "ideally".
• What the job is really for: the problem the team wants solved. Adverts often say it plainly: "our reporting is built by hand in spreadsheets", "we're replacing our case management system".

That last list is the one most people skip, and it is often the most useful. If you have solved the same kind of problem before, that is the story your CV should lead with.

Step 2: Find your real evidence for each point

Now go through your own experience and, for every item on the must-have list, find where you have genuinely done it. Be specific: a job, a project, a course, a side project with a public repository.

You will usually end up with three groups:

1. Clear matches: things you have done and can talk about in an interview.
2. Adjacent experience: you have not done exactly this, but something close. You used Jira, and they ask for "an issue tracker such as Jira or Azure DevOps". You wrote Laravel, which means you wrote PHP.
3. Gaps: things you have not done.

Clear matches get the most prominent place. Adjacent experience can be described in terms that make the connection visible. Gaps need a different approach, covered below.

Step 3: Reorder, rephrase, emphasise and trim

These four moves are almost everything tailoring needs.

Reorder. Put the most relevant role, project or skill group first within each section. If you are applying for a data role and your strongest data work is a project in your current job, that bullet goes to the top of that job, not the bottom.

Rephrase. Use the employer's words for things you did. If you wrote "looked after tickets" and the advert says "resolved incidents within SLA", and that is what you did, say it their way. Keep your real numbers. If you do not have a number, do not make one up; a clear description of the work is better than a guessed percentage.

Emphasise. Your summary at the top is the easiest place to aim the CV. Two or three sentences that say what you do, and the part of it that matches this job, will do more than any other single change.

Trim. Cut or shorten what does not help. An old job unrelated to the role can shrink to a line. A skills list with thirty items can drop to the dozen that matter here. Shorter and focused beats long and complete.

Step 4: Handle the gaps

Every advert asks for something you have not done. That is normal, and adverts are often wish lists rather than hard filters.

There are good ways to deal with a gap, and all of them hold up in an interview:

• Leave it out. If you cannot back it up, it does not belong on the CV. You can still apply.
• Show what is close. "Built CI pipelines in GitHub Actions" is a fair thing to write when they ask for GitLab CI. It shows you understand the work without claiming a tool you have not used.
• Show what you are doing about it. If you are genuinely working through a course or a certification, you can list it as in progress.
• Use the cover letter. A sentence about how quickly you have picked up similar tools before is more convincing than a keyword with nothing behind it.

Can you talk about every line?

Here is a simple test for every change you make: could you explain it in an interview, with an example, without squirming?

Things that pass the test:

• Moving your most relevant work to the top.
• Using the advert's terms for work you really did.
• Adding a skill your CV clearly implies, like PHP when you list Laravel projects, or SQL when you have built reports on a SQL Server database.
• Cutting things that are not relevant.

Things that fail it:

• Adding a tool or language you have not used because the advert mentions it.
• Inflating a job title, or stretching dates to hide a gap.
• Inventing numbers ("improved performance by 40%") that you cannot trace back to something real.
• Claiming a certification you do not hold, even if you have the underlying experience. Working with AWS every day is not the same as being AWS certified.

A stretched claim might get a CV past the first read, but it tends to fall apart in an interview, a reference check or the first weeks of the job. A CV you can back up line by line lets you walk into the interview confident.

How long should this take?

The first time, tailoring a CV properly can take an hour or more. It gets faster, because most of the work is the same each time: you are choosing from the same set of real experience, just in a different order and with different emphasis.

It helps to keep one complete "master" CV with everything in it: every role, every project, every good bullet you have ever written. Each tailored version is then a selection from the master, not a rewrite from scratch.

A quick checklist before you send

• The summary mentions the role, or the core of it, in the advert's language.
• The first bullet of your most recent job is relevant to this job.
• Every must-have you genuinely meet is visible without hunting.
• Every tool, skill and number on the CV is something you could discuss in an interview.
• Nothing irrelevant takes up more space than it needs to.

Doing this with MyCVStack

MyCVStack does this reordering and rephrasing for you, for each job advert you paste in. It works from what is already on your CV, so every line stays one you can talk about. Skills that your CV doesn't show but that might fit come back as suggestions for you to accept or dismiss, and you can edit everything before you download. Each tailored CV is kept with its job advert, so both are there when you prepare for the interview. See how it works.