Measure free-month promotion impact

Company: OpenAI

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: hard

Interview Round: Technical Screen

Quick Answer: This question evaluates causal inference and experimentation skills, including randomized design and estimand framing, metric and ROI attribution, handling censoring and incomplete data, and judgment under partial follow-up.