Give an example of how you've set technical direction across teams.
Behavioral rounds at FAANG and AI labs now include 1-2 design follow-ups. Each answer below ships with both.
The situation, your role, and the stakes, compressed.
Multiple product teams at a previous large tech company were forecasting usage and demand independently: own notebooks, own scripts, own evaluation criteria. Inconsistent baselines, duplicated compute, slow decision-making. When execs asked capacity questions, different teams gave different answers because they were using different models. I didn't have authority over the teams; I had to convince them.
Unlock the Full CRAFT Answer
Upgrade to Lifetime for instant access — Pro members unlock May 15.
Design Follow-Ups
The new behavioral roundBehavioral rounds increasingly drop into 1-2 technical follow-ups that probe whether you could actually build the system you described. These are the design questions a real interviewer would ask after this STAR answer.
Walk through the API contract design. What does 'standardized feature transforms' mean concretely, and how do you avoid forcing every team into your assumptions?
Design the self-audit evaluation endpoint. How do teams check accuracy without retraining or understanding the internals?