Does my CV match this job?

Three kinds of not-matching, and what each one costs

When a comparison tells you “not quite a match”, it is reporting three completely different things that happen to share a list. Separating them is the whole skill, because only one of the three responds to rewriting.

The first kind is a gate. A gate is anything a stranger can verify without taking your word for it: a permit, a required language level, a professional registration, a driving licence, a completed qualification, a start date. A shut gate stays shut no matter how the CV is phrased. Time spent rewording it buys nothing.

The second kind is an evidence gap. You do meet the point, but the document does not say so — the software they name is buried unnamed inside a duty description, your language level is never put on a scale, the size of the team you ran is nowhere on the page. This is the only kind a rewrite genuinely fixes, and it is cheap: usually twenty minutes and three added lines.

The third kind is a wish. “An advantage”, “ideally”, “a plus” — points meant to separate one shortlisted candidate from another, not to exclude anyone. The correct action here is to do nothing and apply anyway. The most expensive mistake people make when checking themselves is treating a wish like a gate and never sending the application at all.

Behind this advert stands an employer with about twenty doors

The question “does my CV match this job” quietly treats the advert as what it appears to be: the opportunity at this employer. In our ongoing analysis it almost never is. For 92.2 per cent of the adverts we hold from direct employers, the same firm has at least one further vacancy open at that moment, and for 91.2 per cent at least one of those carries a different title.

The scale is what surprises people. Take an advert at random and the employer behind it is running a median of about twenty vacancies simultaneously. For 44.8 per cent of adverts the figure is twenty-five or more. Only 7.8 per cent of adverts come from a firm with nothing else open. You are rarely standing in front of a door; you are standing in front of a façade full of them.

This changes what a no means. A comparison that says “not a match” has made a statement about one door and said nothing whatever about the rest of the building. Before you touch the document, it costs two minutes to open the employer’s own careers listing and check whether something there has gates you can pass.

There is a side benefit that matters more than it should. An application that came out of comparing yourself with the neighbouring vacancy has a real opening sentence: you know which of their roles you want and why this one rather than the other. That is precisely the sentence most cover letters are missing.

The very criterion you failed on is the one that varies between doors

The obvious objection is that a firm’s other vacancies will carry the same requirements anyway. The data says otherwise, and it says so most emphatically about the exact points where comparisons fail.

Language first. Among adverts that state a language requirement and whose employer has other vacancies open, 77.6 per cent have at least one neighbouring vacancy with a different language requirement. If a German requirement just stopped you, then in a good three out of four cases that same employer is simultaneously advertising something with a different language mix — and 49.4 per cent are running adverts written in more than one language at the same time.

Location next. Of the adverts where we hold a town, 65.4 per cent come from an employer that is also hiring somewhere else at the same moment. If the commute was your reason for a no, that was not the firm saying no; it was one address saying no.

Then the workload. 38.6 per cent of adverts have a neighbouring vacancy with a different employment type, and among full-time adverts, 22.9 per cent have at least one explicitly part-time neighbour. If the percentage is what rules you out, almost one time in four the vacancy next door fits.

What the advert never says, and what the comparison therefore cannot check

Any comparison is only as good as the weaker half in front of it. Your half is complete — the CV contains everything it contains. The advert’s half is not, and the holes sit exactly where applicants keep their doubts.

74.8 per cent of adverts state a language requirement outright; for the remaining quarter you have to infer it from the language the advert is written in. 89.1 per cent state an employment type. A workload percentage appears in the title of just 23.6 per cent. A pay range appears in the details we hold almost never, and an explicit seniority level essentially never.

That yields an awkward but useful rule: if a tool reports a match or a mismatch on a point the advert never raised, that finding is invented. “You are overqualified” is a guess when no seniority level was published. “Your salary expectation is off” is a guess when no range was given. Neither is a reason to stop.

The mirror image matters more. The points an advert leaves silent are not decided by you at your desk; they are decided by a person in a conversation. Which is why not applying over an unstated point is such an expensive habit — you are answering no to a question nobody asked.

How old is the door you are standing at

There is a second property of the advert that has nothing to do with you and still shapes the outcome: its age. In our ongoing analysis the advert you are looking at is a median twenty-four days old. Only 14.3 per cent were posted within the past week, 41.3 per cent are older than thirty days, and 29.9 per cent are older than two months.

A fresh advert rewards care. Closing your evidence gaps before you send is worth doing, because the selection has not happened yet. On an advert that has been running for two months the logic inverts: either the shortlist is already deep, or the role is hard to fill — and in the second case speed beats a polished third draft.

There is also a pattern people misread as a duplicate listing. For 20.2 per cent of adverts, the same employer has another live advert with an identical title. Usually that means several vacancies for one role, or the same role at two sites. Sending the same application twice achieves nothing; the useful move is to ask which site the advert refers to.

In practice, treat the advert’s age as the budget for your own preparation. Fresh advert: an hour on the dossier. Old advert: twenty minutes, then send.

The ten minutes in which you decide it yourself

Open the advert and write three lines on a sheet of paper. Line one: can I start? Permit or residence, commute, earliest date. Line two: which languages does it ask for, and at what level? Line three: which two or three points could someone verify objectively — a qualification, a registration, a licence, a named system?

Now cross out, in your head, everything introduced by “ideally”, “an advantage” or “a plus”. What survives is the job. If all three lines come back yes, your comparison is finished — even though you do not meet every line of the advert, and you are not supposed to.

If a line comes back no, act by kind. An evidence gap means revise and send. A gate means change the door: open the employer’s list of vacancies and run the same three lines against the neighbours. On the figures above there are a median twenty of them, and the odds that one asks for different languages are better than three in four.

Only after you have run this check on five or six adverts does the pattern that actually matters become visible: does it always fail on the same line? If so, that is your one real issue — and it is never “my CV is too weak”, it is one specific, nameable hurdle that you either clear or route around.

That is the split our own CV check performs for you: give it your dossier and the advert, and it returns the points sorted into gates, evidence gaps and wishes, rather than a grade that only ever applied to a single advert.