11 March 2026 · Min-jun Park
Reading Drop-Off Between Screen and Interview
When half your screened candidates never reach a hiring manager, the chart tells one story and the recruiter notes tell another. Here is how we reconcile both.
The screen-to-interview conversion rate is where many TA teams first notice trouble. On paper, 52 percent looks acceptable for a technical role. Then the recruiting coordinator mentions that half of those screened candidates were held for batch scheduling, and the rate loses meaning.
We start by separating calendar weeks from decision weeks. A candidate screened on Friday and interviewed twelve days later belongs to a different cohort than one interviewed in three days. Without that split, stage duration charts flatten real bottlenecks.
Recruiter notes matter. When we overlay note tags—scheduling delay, hiring manager travel, assessment pending—the drop-off bar often shifts from screening quality to logistics. That changes the recommendation entirely: sometimes the fix is a Tuesday interview block, not a new sourcing channel.
For leadership readouts, we show both the raw conversion and the adjusted cohort where scheduling completed within five business days. The gap between those two numbers usually sparks the most useful meeting discussion.