Recommender Systems

Pinterest's recommendation systems are built on three core principles: leveraging lifelong user activity sequences to understand evolving preferences, deploying unified models that serve multiple tasks and surfaces for consistency, and maintaining infrastructure budget-aware costs to ensure sustainable scale across hundreds of millions of users.