Data Engineer
ScaleCloud resources classified by primary audience role: Data Engineer.
Video Tutorial: Validate a Data Product Contract
This video tutorial helps Data Engineer teams define contracts for schema, quality, lineage, and ownership using Schema and quality checks in Google Cloud environments. It emphasizes separate ingestion reliability from consumption semantics and provides implementation decisions that can be reviewed without relying on vendor or customer claims.
Planning Data Backfills Without Breaking Downstream Consumers
This knowledge base article helps Data Engineer teams define contracts for schema, quality, lineage, and ownership using Data contracts and backfill orchestration in Google Cloud environments. It emphasizes separate ingestion reliability from consumption semantics and provides implementation decisions that can be reviewed without relying on vendor or customer claims.