Design a recommendation system from scratch
Company: Meta
Role: Machine Learning Engineer
Category: System Design
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates expertise in recommender systems and related competencies including machine learning-based candidate generation and ranking, data instrumentation and logging, cold-start strategies, and large-scale system design concerns such as latency, throughput, and reliability.
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