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The role involves designing scalable data ingestion pipelines, analytics systems, and microservices that support business analytics, product analytics, and personalization. The engineer partners with cross-functional teams to keep data reliable and consistent end to end. Candidates need 4+ years shipping production code in Python, Go, Scala, or Java, plus experience with cloud data warehouses.