Assess free-month promotion impact
Company: OpenAI
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: hard
Interview Round: Technical Screen
Overview: This question evaluates a data scientist's competency in experimental design, causal inference, metric definition and prioritization, bias identification, incremental impact estimation, and business ROI assessment for promotional offers.
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