Design a short-video recommender system
Company: LinkedIn
Role: Data Scientist
Category: Machine Learning
Difficulty: easy
Interview Round: Technical Screen
Overview: This question evaluates a data scientist's competency in end-to-end machine learning system design for recommender systems, including retrieval and ranking architecture, feature and label design, offline and online evaluation, serving and latency constraints, and monitoring for safety and robustness.