Tell me about a time you pushed back on a request or said no to a stakeholder.

Saying no well is a senior signal: protecting quality, scope, or users without damaging the relationship. The signal is principled pushback with reasoning and an alternative, not just refusal. Here is the arc.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.