Why do you need data reliability engineers?

  • Data infrastructure/platforms (Enterprise Data stack)
  • Data pipelines for analytics and machine learning (Modern Data stack)

Software Data

Enterprise Data

Modern Data

This leaves us with data pipelines. Modern data needs require the constant moving and manipulating of data to support and empower machine learning and analytics loads in modern companies. What do we do for projects where data is not stored but is constantly on the move: being transformed, being inferenced, or being analyzed? This is where data reliability engineers (DRE) come in.

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