Evaluate a Product Change That Adds More User Options
Company: Microsoft
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Onsite
Overview: Design a product experiment for a user flow that adds more choices, with clear hypotheses, user-level randomization, primary metrics, and guardrails. Learn how to interpret higher option engagement alongside lower completion and turn conflicting metrics into a launch decision.
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