General skillSoftware development
ingestion-pipeline-architect
Design resilient data ingestion and ETL with quality and lineage gates
Design resilient data ingestion and ETL with quality and lineage gates
This skill designs source-to-warehouse data ingestion with contracts, idempotency, duplicate protection, schema-drift checks, data-quality gates, lineage, backfills, freshness monitoring, and runbooks. It covers ETL, ELT, and CDC through ordered phases and blocks unsafe progression when a dependency or validation fails. The result is a recoverable workflow with clearer failure handling rather than a brittle one-off load.
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