TOP-20 most wanted hard skills for
"data architect"

👇

Microsoft Azure340

AWS316

SQL291

ETL223

ML159

Python150

Google Cloud145

Hadoop143

Apache Spark134

Agile125

AI116

NoSQL111

Java79

Tableau71

Apache Hive69

Amazon Redshift67

Apache Kafka63

Salesforce63

Power BI57

React52

(based on an analysis of 328 vacancies)

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