How would you evaluate a carousel launch?

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Quick Overview

This question evaluates a data scientist's skills in experimental design, product-metric specification, causal inference, and diagnostic analysis for online feature launches, with emphasis on trade-offs among engagement, retention, and revenue-related metrics.

How would you evaluate a carousel launch?

Company: Pinterest

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: medium

Interview Round: Technical Screen

Overview: This question evaluates a data scientist's skills in experimental design, product-metric specification, causal inference, and diagnostic analysis for online feature launches, with emphasis on trade-offs among engagement, retention, and revenue-related metrics.

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

|Home/Analytics & Experimentation/Pinterest
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Pinterest
Mar 10, 2026
mediumData ScientistTechnical ScreenAnalytics & Experimentation
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