Design metrics to detect harmful content and fraud
Company: Meta
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: easy
Interview Round: Onsite
Overview: This interview question evaluates metric design, causal reasoning, experiment setup, diagnostics, SQL/statistical checks, and recommendations in a realistic interview setting. A strong answer for Design metrics to detect harmful content and fraud states assumptions, handles edge cases, explains trade-offs, and shows how to validate the result clearly.
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