Measure fake account prevalence
Company: Meta
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates a data scientist's competency in fraud measurement, statistical estimation, experimental design, and model evaluation for detection systems, including consideration of class imbalance, delayed labels, selection bias, false-positive harm, and adaptive attacker behavior.
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