The Big Book of Data Engineering


In this article, we’ve shown how data engineers need an enterprise-grade and enterprise-ready approach to building data pipelines. The eight key differentiating capabilities a data engineering solution team must embrace, to be successful:

  • Continuous or scheduled data ingestion
  • Declarative ETL pipelines
  • Data quality validation and monitoring
  • Fault tolerant and automatic recovery
  • Data pipeline observability
  • Batch and stream data processing
  • Automatic deployments and operations
  • Scheduled pipelines and workflows


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