Choose target customers and define success metrics

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Quick Overview

Choose the first 10% of small-business merchants to receive a new instant-payout product, and define how to measure whether the launch succeeds. Cover merchant scoring, lift, ROI and sample-size formulas, and guardrails such as chargebacks, dispute losses and churn, with every assumption stated.

Choose target customers and define success metrics

Company: Stripe

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: medium

Interview Round: Onsite

Overview: Choose the first 10% of small-business merchants to receive a new instant-payout product, and define how to measure whether the launch succeeds. Cover merchant scoring, lift, ROI and sample-size formulas, and guardrails such as chargebacks, dispute losses and churn, with every assumption stated.

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

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Stripe
Oct 13, 2025
mediumData ScientistOnsiteAnalytics & Experimentation
7
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