Explain why CTR rises but CVR unchanged

Company: Amazon

Role: Machine Learning Engineer

Category: Analytics & Experimentation

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates a candidate's competency in experimental design and statistical analysis, specifically interpreting divergent engagement and outcome metrics (CTR increase vs CVR unchanged) and performing stratified inference with limited subgroup data.