Shopify Machine Learning Engineer Analytics & Experimentation Interview Questions

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Shopify

Hard

Machine Learning Engineer

Collect labels without existing data

Modeling Without Labels: End-to-End Plan You are tasked with shipping an ML model but have no labeled data. Outline a rigorous approach to: 1) Define ...

Analytics & Experimentation

Sep 6, 2025