The CV Screening Formula

Most CV screening is done in under 6 seconds per application after the first 40.

That is not a criticism. It is a maths problem.

For a role with 200 applications, 47% of total screening time goes to the initial first pass, before any criteria-based assessment starts. Of those 200 CVs, approximately 35 (17.5%) receive genuine assessment against the role criteria. The remaining 165 are processed by pattern recognition.

The question is not whether your team is working hard enough. It is whether your shortlist reflects your best judgement, applied consistently, or the path of least resistance through a full inbox.

The formula has three components: initial screen time, review and assessment time, and hiring manager time. Put them together and you get two numbers that most TA teams have never calculated -- the cost of screening per role, and the share of applicants who actually received structured evaluation.

In the worked example included in the download, a 200-application role for a mid-level finance analyst took 21.3 hours of combined recruiter and hiring manager time to screen. That is roughly £852 per role at a fully loaded rate. Across 15 roles per year, that is £12,780 in manual screening time alone.

But the cost is not the problem. The distribution is.

Of those 21.3 hours, 10 hours went to the initial first pass -- before any structured assessment happened. In that layer, applications 1 to 40 received genuine assessment against criteria. Applications 41 to 120 shifted to pattern recognition, with average scan time falling below 90 seconds. Applications 121 to 200 received under 30 seconds each on average.

Approximately 35 of the 200 applications received genuine criteria-based evaluation. The remaining 165 were processed on visual cues: company names, job titles, layout.

That is not a failure of intent. It is a description of what cognitive load does to assessment quality at volume.

The useful question is not whether all 200 CVs were screened. It is whether your shortlist reflects your best judgement, applied consistently, or the 6 candidates who appeared most recognisable in the first third of the inbox.

The download includes the three-component formula, the full worked example, and a blank template you can fill in against your own last five roles.