Python programming and automation scripting, Data extraction transformation and consolidation, Data analysis and visualization, Understanding of SQL or similar data-querying methods, Experience with API integration machine learning or AI-assisted data extraction, Database fundamentals and structured data management, Familiarity with Power BI or other dashboard development platforms