Evaluate an ads algorithm change
Company: Meta
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates competency in experiment design, causal inference, metric selection, product analytics, and evaluation of ad-ranking systems, including handling interference, auction effects, novelty and delayed conversions, segmentation, and reconciling offline and online model signals.
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