TOP-20 most wanted hard skills for
"data engineer senior"

👇

Python153

SQL141

AWS126

ML113

Apache Spark108

ETL99

Hadoop88

Microsoft Azure80

Agile69

Java55

Scala52

Apache Hive46

Apache Kafka45

Amazon Redshift37

Apache Airflow35

Google Cloud32

AI32

Linux29

PostgreSQL28

NoSQL27

(based on an analysis of 123 vacancies)

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edX

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