How We Built a Multi-Task Canonical Ranker for Recommendations at Etsy

• Etsy serves 100M+ listings, using recommendation modules to guide buyers at every shopping stage. • Each module follows a two‑phase pipeline: fast candidate selection then ML‑bas

Engineering Blogs · April 18, 2023 (updated February 24, 2026) · 3 min · 628 words