Online Tool Store
· 5 min read
How to Match a CV to a Job Advert
Manesh Jayawardhana
CIO & Co-founder
You have done stakeholder management for six years. Your CV calls it “working with senior teams across the business”, which is the same thing described differently.
The advert says stakeholder management. Whether a screening system or a human reads it first, the vocabulary gap costs you the match — and closing it is honest, because you did the work.
Two kinds of gap, and only one is fixable
Comparing a CV against an advert produces a list of terms the advert uses and the CV does not. Sorting them takes a minute and determines everything that follows.
Things you have done, described differently. This is most of the list. Rewriting them in the advert’s vocabulary is straightforward and legitimate — you are describing the same experience in the reader’s words rather than your own.
Things you have not done. Leave them. Adding a term for work you have not done gets you to an interview you will fail, wastes everyone’s time, and in some contexts amounts to misrepresentation on a job application.
The discipline is entirely in the sorting. The temptation is to treat every gap as fixable because the list looks like a checklist.
What screening actually does
Applicant tracking systems vary enormously, and the folklore about them is mostly wrong.
Some rank by keyword match. Many do not rank at all and simply store applications for a human to read. Very few reject automatically on a keyword score, and the ones that do are usually configured to filter on hard requirements — a qualification, a licence, a right to work — rather than on prose similarity.
The realistic position is that matching vocabulary helps a little with automated screening and helps meaningfully with the human who reads it afterwards. A recruiter scanning fifty CVs for a role is pattern-matching against the advert, and a CV using their words is faster to say yes to.
That is a good enough reason to do it without needing the systems folklore to be true.
| Approach | Effect |
|---|---|
| Renaming real experience in the advert’s terms | Helps, honest |
| Adding a keyword block at the bottom | Reads badly, little benefit |
| Claiming skills you lack | Fails at interview |
| White text keyword stuffing | Detected, and disqualifying |
Match the shape as well as the words
Beyond individual terms, two structural things matter.
Order. If the advert leads on one responsibility, that responsibility should be near the top of your relevant role rather than the fourth bullet.
Emphasis. A CV listing twelve things equally gives a reader no help. Expanding the two that match the advert and compressing the rest is tailoring, and it is more effective than any keyword.
Both take ten minutes per application and are the reason tailored applications outperform a generic CV sent everywhere.
Lead with evidence, not adjectives
A change that helps more than any keyword adjustment.
“Excellent communication skills” is an assertion every applicant makes and no reader believes. “Ran the monthly stakeholder review for eleven teams” is evidence, and the reader draws the conclusion themselves.
The pattern to look for in your own CV: any bullet describing a quality rather than a thing you did. Each of those is a line doing no work, and replacing it with a specific example is the highest-return edit available.
Numbers help where they are honest — a team size, a budget, a percentage, a duration. Where they are not available, specificity still works: naming the system, the process or the outcome beats an adjective every time.
Common mistakes to avoid
- Adding terms for experience you do not have.
- Pasting a keyword block, which reads as obviously artificial to a human.
- Tailoring the words and leaving the structure, so the relevant experience is still buried.
- Rewriting so heavily that the CV no longer reads as one person’s voice.
- Applying the same tailored CV to the next advert without re-reading it.
How to do it with Resume Keyword Matcher
The Resume Keyword Matcher compares the two documents in your browser.
- Paste the job description and your CV as plain text.
- Sort the missing terms into things you have done and things you have not.
- Rewrite the first group in the advert’s vocabulary; leave the second alone.
- Move the matching experience up the page as well as renaming it.
Other productivity tools are in the tools directory.
Frequently asked questions
Will this get me past an applicant tracking system?
It helps a CV use the same vocabulary as the advert. Systems vary widely and many organisations do not screen automatically at all, so treat it as helping the human reader as much as the software.
Should I add every missing keyword?
No. Add the ones describing work you genuinely did, using the advert’s wording. Adding terms for experience you lack fails at interview and is dishonest.
Does keyword stuffing work?
No. A block of terms with no context reads as artificial to any human reviewer, and hidden text is detected and treated as a disqualifying trick.
Final thought
Sort the gap list into “did it, called it something else” and “did not do it”. Only the first pile is yours to fix, and it is usually most of the list.