Design a "Future Best-Sellers" Prediction and Recommendation System
Company: Intuit
Role: Software Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Technical Screen
Overview: This question evaluates a candidate's ability to design a large-scale ML/forecasting system that combines predictive modeling with low-latency serving. It tests skills in system architecture, data pipeline design, and reasoning about latency and evaluation trade-offs under real-time constraints, commonly assessed in ML system design interviews at the practical application level.
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