Data Engineering Roadmap, Learning Path,& Career Track 2025
ProjectPro
JUNE 6, 2025
Knowledge of popular big data tools like Apache Spark, Apache Hadoop, etc. Thus, having worked on projects that use tools like Apache Spark, Apache Hadoop , Apache Hive, etc., Experience with using cloud services providing platforms like AWS/GCP/Azure. and their implementation on the cloud is a must for data engineers.
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