A customer keeps expanding the scope mid-project. How do you handle scope creep?
Scope creep quietly sinks deployments and erodes trust on both sides. Interviewers want to see you defend the timeline without turning into the team that says no to everything. Here is the move.
Updated Sep 2026 · Grounded in real GenAI, LLM, and AI/ML engineering interview loops and written to a senior-engineer editorial bar.
Scope creep quietly sinks deployments and erodes trust on both sides. Interviewers want to see you defend the timeline without turning into the team that says no to everything. Here is the move.
Lead with where the obvious approach breaks, because that is the judgment they are screening for — most candidates jump straight to the happy path and lose the room.
Then walk the failure back through the pipeline in order, naming the one metric the customer's exec sponsor actually cares about before you propose the fix.
