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Evidence Observatory

Applicant tracking systems statistics

Almost every popular figure about applicant tracking systems describes automatic rejection. Almost every real source describes filtering and ranking.

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The measurement problem here

Applicant tracking claims routinely merge five different operations: keyword filtering, ranking, knockout questions, human screening, and candidates abandoning an application part-way. These have different mechanisms, different evidence, and very different implications for what a job seeker should do — and treating them as one thing is what produces figures that cannot be sourced.

The distinction that matters most is between filtering and ranking. A filter removes an application. A ranking orders a queue that a person still works through. Employers report doing both, and the widely quoted rejection statistics do not distinguish them.

Where genuine automatic exclusion is documented, it is usually a specific configured rule — an employment gap beyond a threshold, a missing credential — rather than an assessment of a resume's wording or layout.