Estimate sales impact from reviews causally
Company: Google
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Technical Screen
Overview: This question evaluates a data scientist's competency in causal inference, experimental design, observational modeling, and statistical reporting for quantifying the impact of product reviews on sales, including defining treatments and outcomes and addressing key confounders.