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Data Engineer interview questions: the 8 to ask

A data engineer builds and hardens the pipelines that collect, transform and serve data.

  1. 1.How do you design an idempotent pipeline?
  2. 2.Batch or streaming: how do you choose?
  3. 3.How do you test data quality?
  4. 4.How do you handle an upstream schema change?
  5. 5.How do you speed up a slow Spark job?
  6. 6.Star schema or wide table: when do you use each?
  7. 7.How do you backfill history without duplicates?
  8. 8.How do you keep cloud warehouse costs down?

Tip: for every answer, ask for a concrete example (situation, action, result). An answer without an example is worth half.

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