“Top 5 Tools Every Data Engineer Should Master in 2025”

Intro:
Mastering the right tools is key to standing out in the Data Engineering field. Here’s our expert-curated list of must-know tools for success in 2025.

Key Points:

  • Apache Spark – Why it’s essential for big data processing
  • AWS & Azure – Cloud platforms dominating the market
  • Snowflake + DBT – The modern data stack combo
  • Airflow – For building scalable data pipelines
  • SQL & Python – The non-negotiables

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