Build backend services in Python to handle ingestion, transformation, and data roll-ups (e.g., 5-min hourlydaily).
Implement logic for data retention, cleanup, and lifecycle management.
Work in Docker-based environments with container orchestration (e.g., Swarm, Kubernetes).
Integrate with large-scale analytical databases (SQL or columnar).
Optimize and debug production systems for performance, reliability, and scale.
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