Halving the Time: How Uber Eats Rebuilt Its Search Pipeline

2026-10-05

Uber cut end-to-end Eats search latency in half by removing low-value retrieval paths, separating ranking features from presentation data, and eliminating false dependencies between pipeline stages. Additional gains came from pagination, concurrent rendering, request hedging, compact embeddings, and fixing service-mesh connection bottlenecks.