Operating systems (Windows, Database Management, Linux, Data Modeling, Performance Tuning, Data Warehouse Concepts, Macos, Data pipeline design, SQL – Query optimization, Networking protocols and configurations, ETL/ELT process and optimization, Data security and governance best practices, Compliance requirements, Data and API integrations, Data quality management, Advanced troubleshooting and debugging techniques, Data access controls, Data privacy standards