Handle conflict and time-pressured decision

Tell me about a time you had to make a high-stakes recommendation under time pressure while key stakeholders disagreed—for example, operations wants to ramp a change that may reduce cold deliveries, while customer experience warns of rising delivery times. In your response, cover: 1) how you framed the decision and got everyone aligned on one success metric with guardrails; 2) how you gathered just enough evidence within 48 hours (analyses, quick experiments, or proxies); 3) how you handled conflict and communicated risks and assumptions to secure a decision; 4) the outcome and postmortem; and 5) what you would do differently next time.

This question assesses decision-making under time pressure, stakeholder management, risk communication, prioritization of success metrics, and rapid evidence synthesis for a Data Scientist role.