Analyze Pirated Theme Usage
Company: Shopify
Role: Data Scientist
Category: Data Manipulation (SQL/Python)
Difficulty: medium
Interview Round: Technical Screen
Quick Answer: This question evaluates competency in temporal data manipulation, interval-overlap logic, aggregations and joins to calculate monthly usage metrics and estimate revenue impact from pirated theme installations on an e-commerce theme platform.