Develop and maintain BigQuery datasets and Google Cloud Storage structures for enterprise data processing.
Build and manage Apache Airflow workflows using Astronomer for incremental data acquisition, backfills, validation, and data replay.
Implement canonical identities and data models to maintain consistency across enterprise sources.
Manage historical records through effective dating, recorded-time tracking, and versioning.
Establish source provenance and version-linked data projections for Elasticsearch indexing.
Maintain data contracts, schema validation, completeness tests, and data quality controls.
Implement access controls, monitoring, and deployment automation in coordination with Ford source owners.
Support data governance, technical documentation, automated testing, and secure engineering practices while using Spec Kit and approved AI-assisted tools.