Operating systems (Windows, Scripting and automation (e.g., macOS), Bash), PowerShell, Linux, Python, Database management and SQL, Advanced troubleshooting and debugging techniques, ETL ELT process and optimization, Networking protocols and configurations, Data and API integrations, Data security and governance best practices

Operating systems (Windows, macOS), Performance Tuning, Database Management, Data Warehouse Concepts, Data Modeling, Linux, ETL/ELT process and optimization, Data quality management, Networking protocols and configurations, Data and API integrations, Data pipeline design, Advanced troubleshooting and debugging, SQL – Query optimization

Networking protocols and configurations, Data and API integrations, Advanced troubleshooting and debugging techniques, Data security and governance best practices, ETL ELT process and optimization, Database management and SQL

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

Linux Admin, Technology, Infrastructure-Server Administration