How would you measure shop-ads promotion success?
Company: Meta
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: hard
Interview Round: Technical Screen
Overview: This question evaluates a data scientist's competency in metrics design, experimental evaluation, and causal inference for ads ranking systems, including defining decision, diagnostic, and guardrail metrics while handling delayed outcomes and noisy attribution.
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