- Design and implement end-to-end data integrations into analytical and operational data stores.
- Evaluate and recommend tooling, frameworks, and platforms for ingestion, transformation, and orchestration.
- Implement monitoring, alerting, and observability including metrics, logging, lineage, and data-quality controls.