Design an app-store app recommendation system
Company: Google
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Technical Screen
Overview: This question evaluates a candidate's competency in end-to-end machine learning system design for recommender systems, covering personalization, candidate generation and ranking, real-time inference, cold-start handling, feature engineering, evaluation metrics, and production monitoring.