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Builds and maintains data collection infrastructure that makes user behaviour data reliable and scalable for data teams and personalization systems. Designs data architectures for high volumes and broad internal use. Requires strong Java backend skills, SQL and BigQuery experience, JVM data processing frameworks, and Kubernetes and cloud knowledge.