What is a good job match score?

LinkedIn shows several different things. Its skills match counts how many of the job's skills appear on your profile, taking skills both from your skills section and from the text of your profile, and the job's skills either from the poster or from LinkedIn's own reading of the ad. A separate job match level, for Premium members, compares your profile and resume with the qualifications the hirer gave; LinkedIn says hirers do not see it. And the top-applicant ranking compares you with the other people who applied, which says nothing about the job itself; LinkedIn notes that it is not endorsed by the hiring company.

Indeed's match overview compares your qualifications with the job's requirements and marks each requested skill with a tick or a cross that you can correct. A green tick marks a match with one of your preferences, such as schedule or pay. We found no percentage or score in Indeed's own help pages.

Dice Match compares the skills on your profile and resume with the job description, and predicts how your current and past titles relate to the job's title, so titles do not need to match exactly. Dice says only you can see the score, that employers cannot filter out low scores, and that it carries no weight when you apply.

Naukri's help pages describe no match score for candidates. The Relevance Score out of ten that Naukri describes is shown to recruiters, not to you.

MatchRadar's score is a fit score out of 100: a model reads your whole CV against the whole ad and writes down which requirements are met, which are partly met and which are missing, then scores the match. The bands are fixed:

Any score produced by reading text is an estimate, and reading the same CV and ad twice can move it by a few points. So treat a score as its band, not as a precise number: two jobs a few points apart are equally worth opening, and the explanation decides between them.

That is also why our daily e-mail uses a bar rather than a ranking of everything: by default it shows jobs scoring 55 or more, and you can move the bar in your settings. The methodology says what the score reads and what it cannot know.

A single number compresses several questions: can you do the work, have you done comparable work, is the level realistic, and can you actually take the job in that location? The written explanation restores those distinctions.

Read the first reason and ask whether it describes the centre of the role. A strong overlap on the central responsibilities is more meaningful than a long list of minor tool names. A skills count, such as "8 of 10 skills", cannot make that distinction at all, because every skill counts the same.

Not all missing requirements deserve the same weight. A legal credential, language requirement or security clearance may be a hard gate. Familiarity with one adjacent tool may be teachable. A skill absent from the CV may simply need evidence.

Apply when the core work and practical constraints line up. Research when one important uncertainty could change the decision, for example salary, visa support or whether an industry requirement is firm. Skip when a hard gate or fundamental role mismatch remains. The ten-minute qualification check walks through this with a worked example.

This keeps promising stretches alive without letting every vaguely related posting consume application time.

Use the matched evidence to decide which achievements belong near the top of the CV or cover note. Do not copy keywords without proof. Where a genuine gap remains, decide whether to address it directly, show adjacent experience or leave it alone.

Always check the original posting before applying. A match analysis cannot confirm that a source has not changed the requirements or closed the vacancy since it was collected.