Casty · Role guide
Data Engineer: skills & learning path
Casty maps what a Data Engineer role typically needs, then helps you plan books, courses, certifications, and interview prep against your own skills or CV.
Typical requirements
Ranked by how often they show up for this kind of role.
- SQL — importance 95%
- Python — importance 90%
- Apache Spark — importance 70%
- Airflow — importance 65%
- AWS — importance 60%
- Kafka — importance 55%
- Docker — importance 50%
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