Predict Next-Week Streaming Engagement at Event Scale
Company: Spotify
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: hard
Interview Round: Onsite
Overview: Design an ML system that predicts whether a streaming user will be active next week. Connect data and model choices to serving architecture, latency and throughput, evaluation, monitoring, failure modes, and iteration.