Designing an interview process that measures the right thing
Most loops test whether a candidate can survive the loop. A few extra rounds rarely add signal — they add drop-off. What to cut, and what to keep.
Draft. Figures marked like this are illustrative and pending verification against Recruise placement data & Sachith sign-off before publication.
Key takeaways
- Most loops test whether a candidate can survive the loop — stamina and polish — not whether they can do the job.
- Extra rounds rarely add signal; they add drop-off, and they cost you the strongest passive candidates first.
- A good process assigns each stage one thing to measure and cuts every stage that measures nothing new.
More rounds is not more rigour.
When a senior loop grows to six or seven stages, it’s usually not because someone designed it that way. It’s accretion — a round added after a bad hire, a stakeholder who wanted a look, a panel that never got retired. Each addition felt prudent in isolation. Together they build a process that mostly measures endurance: whether a candidate will tolerate weeks of repetitive conversation. That is not a trait you’re hiring for, and the people most willing to endure it are often the ones with the fewest other options.
The cost lands on exactly the candidates you want most. A sought-after passive VP will sit through two or three well-run stages. They will not sit through seven, and they shouldn’t have to. Every superfluous round is a filter that preferentially removes your strongest talent while adding almost nothing to the decision.
“A seven-stage loop doesn’t de-risk the hire. It just guarantees that the best candidate dropped out at stage four and took a cleaner process instead.”
Sachith Rai · MD & Founder, Recruise
One question per stage: what does this round measure that the last one didn’t?
The way to redesign a loop is to force every stage to justify itself against a single test — what signal does this produce that no other stage produces? A technical screen measures capability. A working session measures how they think in real time. A leadership conversation measures how they’d operate with the team and the parent org. If two stages are chasing the same signal, one of them is drop-off with a calendar invite attached.
Keep the stages that measure distinct things and sequence them so the highest-signal, lowest-cost checks come first. What survives is usually a tighter loop that reads a candidate more sharply than the sprawling one did — because every hour in it is doing work, and the process is closing the assessment instead of exhausting the person.
One pattern worth knowing, every week.
The Signal is our weekly read on the senior GCC talent market — one chart, one pattern, no noise. Written from live placement data.
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