How to tailor your CV to a job description
Match what the posting asks for with what you've really done, say it in their words, and keep track of which version you sent.
Ghosted editorialPublished 11 min read
On this page
- Read the posting for what matters
- Match each requirement to your evidence
- When you don't meet every requirement
- Rewrite with evidence, not keywords
- Write the first lines for this job
- What to change, and what to leave alone
- How much to change for each job
- Their words, and the systems that read them
- Name every version, and note which one you sent
- Common tailoring mistakes
- Before you send it
- Doing it in Ghosted
- Questions people ask about tailoring a CV
Step 1
Read the posting for what matters
Most postings mix what they need with what would be nice. Before you change a word of your CV, make a short list of the needs.
- The first few bullets under requirements or responsibilities usually matter most.
- Words that come up more than once, like "onboarding" or "stakeholders", show what the team cares about.
- "Must", "required" and a number of years mark the needs. "Bonus", "nice to have" and "ideally" mark the extras.
- The opening paragraph often says what the job is really for: "to reduce churn", "to scale our design system".
Five or six items is enough. With twenty, everything looks equally important.
88%
of employers in a Harvard Business School and Accenture study agreed that qualified high-skills candidates are vetted out because they don't match the exact criteria in the job description. For middle-skills roles it was 94%.
Source: The Register, on the Harvard Business School and Accenture report (2021)
Step 2
Match each requirement to your evidence
For each item, find the line on your CV that shows it. Here's an example for a Customer Success Manager posting, from someone who has worked as an account manager. The details are made up.
| The posting asks for | Where the CV shows it | What to do |
|---|---|---|
| Manage a portfolio of B2B accounts | "Looked after 40 small-business clients", second bullet of the latest job | Move it to the top, and call them business accounts: that's what they were |
| Reduce churn | "Renewal rate went from 78% to 86%", last bullet | Lead with it. Keeping customers renewing is the same evidence |
| Run onboarding for new customers | "Did setup calls for new clients", in a list of duties | Say what the calls covered, and for how many clients |
| Salesforce or a similar CRM | HubSpot, in the skills list | Keep it, and name it as a CRM |
| Spanish (nice to have) | Not on the CV, and they don't speak it | Leave it out |
The last row matters as much as the others. A gap you're honest about is something you can talk around in an interview. A skill you claimed but don't have comes out the first time someone asks about it.
Gaps
When you don't meet every requirement
Few people match a posting line for line. What to do depends on what's missing, and how much it matters to them.
A nice-to-have you don't have
Leave it off, and apply anyway. "Bonus" and "ideally" mean exactly that. The Spanish row in the table above is this case.
A must-have you nearly have
Show the closest true thing, and make it easy to find. Two years where they ask for three is worth applying with. Don't stretch the dates to close the gap.
A must-have you've used outside a job
A volunteer role, a course project or something you built yourself counts if you can talk about it. Give it its own line, labelled for what it was.
A must-have you don't have at all
Think about whether this is the right role. If you still apply, the rest of the CV has to carry it, and a cover letter can say how you'd close the gap. The CV doesn't mention it in any form.
Leave the gap empty
Don't fill it with "familiar with" or "exposure to". If you'd hesitate to answer a question about it, it doesn't go on the CV.
Step 3
Rewrite with evidence, not keywords
Use the posting's words where they describe what you actually did. Then add what made it yours: how many, how often, what changed.
- Before: "Responsible for client accounts and renewals." After: "Looked after 40 small-business accounts and raised the renewal rate from 78% to 86% in a year."
- Before: "Did setup calls for new clients." After: "Ran onboarding for every new client in my region, from the first call to their first invoice."
Every fact in the after versions was already on the CV or in the person's own records. If you don't know a number, describe the scale in words you can stand behind, and never round up. There are more examples in how to write resume bullets when you don't have numbers.
32%
of the 2,076 hiring managers and HR staff in CareerBuilder's 2013 survey named a resume that copies a large amount of wording from the job posting as a mistake that may get a candidate dismissed automatically.
Source: CareerBuilder, 2013
The top
Write the first lines for this job
The summary at the top is the part a reader is most likely to see. Rewrite it for each kind of role, using facts that are already further down.
- Before: "Experienced account manager with a background in B2B sales." After: "Account manager moving into customer success. I look after 40 small-business accounts and raised renewals from 78% to 86% in a year."
Two or three lines is enough. Name the kind of role in the first one, then give your best piece of evidence for it. Skip words like "passionate" and "results-driven": the evidence does that job better.
Step 4
What to change, and what to leave alone
- Change the summary at the top, so its first line names the kind of role you're applying for.
- Change the order: in each job, the bullets that match the posting go first.
- Change how much room each job gets. One that matches can have five bullets; one that doesn't can have two.
- Change the order of your skills, so the ones they asked for come first.
- Leave job titles, employers and dates exactly as they were.
- Leave the layout simple: real text rather than pictures of text, standard headings like Experience and Education, and one date format. Many employers' application systems read the text, and people skim it.
Effort
How much to change for each job
Not every application needs the same work. Match the effort to how far the job is from your base CV.
A close match
- The summary's first line
- The order of bullets in your latest job
- The order of your skills
A different angle on your experience
- Everything in a close match
- Which jobs get the most room
- A few bullets rewritten in their words, where they're true
A change of career
- A new base CV for the field you're moving into
- The work that carries over first, described plainly
- Then tailor from that base, job by job
Sending the same CV everywhere saves time and costs replies. Rewriting every word for every job wears you out. The middle is a few good base CVs and small, careful changes for each posting.
36%
of hiring managers and HR staff in the same CareerBuilder survey named a resume that's generic and doesn't seem personalized for the position as a mistake that may get a candidate dismissed automatically.
Source: CareerBuilder, 2013
Keywords
Their words, and the systems that read them
Many employers keep applications in a system that stores your CV as text, so recruiters can search and sort it. You can't know how a given company has set theirs up. What helps with all of them also helps the person reading.
Use their name for the thing
If they say "customer success" and you wrote "account management" for the same work, use their term where it's true.
Spell out an abbreviation once
"Customer relationship management (CRM)" covers both ways someone might search for it.
Keep skills as plain words
A line of real tools and methods, not a row of logos or a rating out of five.
No hidden text
Pasting the posting in white text doesn't make you a match. Anyone who copies the text out of your file can see it.
Keep track
Name every version, and note which one you sent
Keep your full CV as a base, and make each tailored version as a copy of it. Then you never have to undo one job's changes before the next.
- The file you send carries your name, because the employer sees it: "Sam Rivera CV.pdf", not "CV_final_v3.pdf".
- Your own label says what it was for: "Customer Success - Northwind - Nov 2026".
- Your tracker records which version went to which job. The tracker template has a CV sent column for it.
When they call three weeks later, you'll want to read exactly what they read. And after a few weeks, you can see which versions get replies.
Lost track already? Here's how to find which resume you sent. Sending it by email? Keep the email short.
Mistakes
Common tailoring mistakes
Changing job titles to match
Your title is what your employer called the job, and a reference check can confirm it. Describe the work in the bullets instead.
Adding a skill you plan to learn
"I'll pick it up before I start" may well be true, but it isn't on the CV yet. Say it in the interview if they ask.
Leaving the last company's name in
Tailored copies carry old details: a company name in the summary, a product only they use. Read the top third out loud before you send.
Rewriting from scratch every time
Start from your base CV, change what matters for this job, and keep the rest. Small changes are easier to check.
Growing the CV with every posting
A new bullet for each job makes it longer, not better. If something goes in, something weaker comes out.
Not noting which version went out
When they call, you'll want to read what they read. Write the version down the day you apply.
Checklist
Before you send it
In Ghosted
Doing it in Ghosted
Ghosted's CV builder works the same way. Job fit lists what a saved posting asks for next to the lines of your CV that show it, and marks what isn't there. A tailored copy is its own document, so your base CV never changes. Each suggested change shows the line it would replace and why, and nothing changes until you accept it. When you say you applied with a CV, Ghosted keeps that exact version on the application.
Job fit is free on every job; saving a tailored version for each job is part of Plus. See what each plan includes.
Questions
Questions people ask about tailoring a CV
Should I tailor my CV for every job?
For every job you really want, yes, even if it's only the summary and the order. For a role that's nearly the same as one you've already tailored for, reuse that version and check the details.
How long should tailoring take?
For a close match, a few minutes: the summary, the order, the skills. For a job that needs a different angle, longer. If it takes hours every time, make a second base CV for that kind of role.
Can I copy keywords from the job description?
Use their words where they describe what you actually did. Don't paste in phrases or lists from the posting. A reader notices, and every line is fair game in the interview.
Is it dishonest to tailor a CV?
No. Choosing what goes first, and describing your work in the employer's terms, is what a CV is for. It becomes dishonest when you add skills, employers, titles or numbers you can't support.
What if I don't meet all the requirements?
Apply if you meet most of the must-haves. Make the ones you meet easy to find, and leave the rest off rather than hinting at them.
Do I need to change my cover letter too?
If you send one, yes. It's the place to say why this job, and to address a gap the CV can't. Keep it short, and make sure it matches the version of the CV it goes with.
Check your CV against the job.
Keep your CV next to the jobs you send it to.