Analyze an AI Product Pilot and Recommend Whether to Expand It
Company: Microsoft
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Onsite
Overview: Analyze an AI product pilot and decide whether access should expand despite self-selection and a small sample. Build a metric tree for adoption, task quality, retention, safety, and cost, then separate reliable evidence from claims that require a randomized rollout.
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