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Outdated Skills of Data Engineers in 2025 — What You Should Stop Doing

  • Outdated skills of data engineers in 2025 and what you should stop doing.
  • Traditional on-premises tools are becoming outdated as companies shift to the cloud.
  • MapReduce is outdated as it is slow and difficult to manage; Apache Spark is a better alternative.
  • Relying solely on SQL is no longer enough; data engineers need to understand data organization for reporting, analytics, and flexibility.

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