Design a Location Recommendation System
Company: Meta
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Onsite
Quick Answer: This question evaluates a candidate's ability to design end-to-end machine learning recommendation systems, covering competencies in candidate generation, ranking models, feature engineering, real-time serving, evaluation metrics, and considerations for privacy, bias, and abuse resistance.