How do you lead under risk and uncertainty?

Answer the following engineering leadership questions (EM/Senior level). Use specific examples. 1. Tell me about a time you **rejected a technically exciting (“cool”) solution** because the **risk** was too high. 2. Describe a conflict with a **strong-willed researcher or PM**. How did you handle disagreement and alignment? 3. In a system with **high uncertainty** (e.g., LLM behavior, shifting requirements), how do you make decisions and give the team direction without overcommitting? What the interviewer is looking for: - Humility (not a “hero engineer” posture) - Respect for risk and failure modes - Ability to translate ambiguous problems into an execution plan - Sustainable evolution over “perfect architecture”