How would you measure App Store launch success?

Company: Shopify

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: easy

Interview Round: Onsite

Quick Answer: This question evaluates a data scientist's proficiency in product analytics, experimentation, marketplace metrics design, and instrumentation, including defining business and user success and selecting primary (North Star), diagnostic, and guardrail metrics alongside cohort segmentation.