How Does ATS Scoring Work? What Applicant Tracking Systems Actually Measure

An Applicant Tracking System scores your CV by measuring how closely it matches a specific job description. The score is calculated before any human reads your application. If you score below the system's threshold, your CV is filtered out automatically, regardless of how strong your actual experience is.

What is an ATS? An Applicant Tracking System is software used by most medium and large employers to manage job applications. It collects CVs, stores them, and scores them against the job description so that recruiters only review candidates above a match threshold. The system does not evaluate your judgment or potential. It matches text.

The four things ATS systems actually measure

Keyword matching is the largest driver of your ATS score. The system compares the words and phrases in your CV against the words in the job description. If the job asks for "budget management" and your CV says "financial oversight," those are not the same match. Exact or near-exact phrasing scores higher. Industry-specific terms, job titles, certifications, and tool names all factor in, and most systems weight terms that appear in the "requirements" or "must have" section of the posting more heavily than terms buried in a general "about us" paragraph.

Formatting readability determines whether the ATS can parse your CV at all. Systems read text sequentially. Multi-column layouts, tables, text boxes, headers and footers, and graphical elements can all cause the parser to misread or skip sections entirely. A visually impressive CV that an ATS cannot parse correctly may score close to zero regardless of its content, since as far as the system is concerned that content simply isn't there.

Section structure is how the ATS navigates your CV. It looks for standard headings: Work Experience, Education, Skills, Summary. Non-standard headings like "My Story" or "What I Bring" may cause the system to misclassify or miss sections. If your work history is not under a recognisable heading, the ATS may not count it at all, even if the content itself is strong.

Skills coverage measures whether the key skills listed in the job description appear anywhere in your CV. Hard skills, soft skills, tools, languages, and qualifications can all be scored. A job description that lists ten required skills and a CV that includes only four of them will score poorly on skills coverage regardless of how well the included skills are presented.

What a low ATS score means in practice

Most ATS systems set a threshold score, typically between 60 and 70 percent, above which applications are passed to a recruiter. Applications below the threshold may be archived or discarded automatically. A candidate with fifteen years of directly relevant experience who submits a generic CV to a role they are clearly qualified for may be filtered out before anyone reads a line of their application. The system has no way to know the experience is strong if the words on the page don't match what it's been told to look for.

Why the same CV can score differently for two similar jobs

An ATS score isn't a fixed property of your CV, it's a measure of fit against one specific job description. The same CV can score 45% against one posting and 78% against another that asks for nearly the same role, simply because the second one happens to use language closer to what's already on your CV. That's the practical reason a single generic CV, however well written, performs inconsistently: it was optimised for no job in particular, so it doesn't score reliably well against any of them.

What raises your ATS score

The highest-impact changes are: using the exact keywords from the job description rather than synonyms, using standard section headings, removing tables, columns, and graphical elements from your layout, and ensuring the skills and qualifications listed in the job description appear explicitly in your CV. Of these, keyword matching usually moves the score the most, since it's weighted most heavily of the four, but it only helps if the rest of the CV is still readable enough for the system to find those keywords in the first place.

A gap analysis that identifies missing keywords from a specific job description, run before you apply, is the fastest way to close the scoring gap without guessing at which words matter.

For more on how this fits together, see What Is a Tailored CV? (And Why Every Application Needs One), Why Your CV Gets Rejected Before Anyone Reads It: Patterns from Thousands of Applications, and How to Optimise Your CV for AI & ATS Scanners.