Often Missing SkillsSQLPythonData ModelingVersion ControlCloud FundamentalsWorkflow AutomationData Governance
Development SuggestionsBuild a portfolio with two to three end to end projects that show data sourcing, cleaning, analysis, and a final map or dashboard. Strengthen fundamentals in SQL, Python, and data modeling, then add automation and version control to improve reliability and speed.