Design notification and feed recommenders

Company: Pinterest

Role: Machine Learning Engineer

Category: ML System Design

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates an engineer's ability to design scalable, production-ready recommendation systems for notifications and home feeds, encompassing competencies in personalization, ranking, online serving, feature engineering, and balancing engagement with user experience while mitigating negative outcomes.