SQL proficiency
BI tools (Power BI, Tableau, Qlik, Looker)
ETL tools (SSIS, Talend, Azure Data Factory, Informatica)
Experience with relational/non-relational databases
Understanding of Data Warehouse, Data Lake, Dimensional Modeling
Scripting languages (Python, DAX, M, R)
Cloud environments (Azure, AWS, GCP)