Measure free-month promotion impact

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Quick Overview

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.

Measure free-month promotion impact

Company: OpenAI

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: hard

Interview Round: Technical Screen

Overview: 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.

Read the full OpenAI Data Scientist interview experience this question came from

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OpenAI
Jan 15, 2026
hardData ScientistTechnical ScreenAnalytics & Experimentation
17
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