Resume one at 9am. Resume fifteen at 4:40pm.

A recruiter can read fifteen resumes and pull out ten in about twenty minutes. That instinct is usually good.

It is also undocumented, unevenly applied, and impossible to defend when the hiring manager asks why someone was cut.

Three things are happening in that twenty minutes

The bar moves during the pile. Resume one gets read carefully at 9am. Resume fifteen gets skimmed at 4:40pm before a standup. Same requisition, different standard, and no one intends it.

The intake is already fading. The hiring manager's specific language was three weeks and four reqs ago.

There is no record of why. When someone asks why a candidate did not make the cut, the honest answer is often “it did not feel right.” That is not an answer anyone can act on.

Two outcomes, both costly

The false positive burns roughly two hours of senior time to learn something the resume already said. The false negative is worse, because nobody ever finds out.

The goal is not to replace the recruiter's judgment. It is to apply the same judgment to resume fifteen that was applied to resume one, and to leave a record either way.

Consistency is the product. Speed is a side effect.