Hard Skills
AdvancedSQL ProficiencyThe ability to write complex queries to extract, manipulate, and validate data within relational database management systems.
IntermediateData ProfilingThe statistical analysis and assessment of data values within a data set for consistency, uniqueness, and logic.
IntermediateData Governance StandardsUnderstanding the internal and external policies, such as GDPR or CCPA, that dictate how data should be handled and protected.
IntermediateETL Workflow AnalysisAnalyzing the Extract, Transform, and Load processes to ensure data integrity is maintained during migration between systems.
IntermediateData VisualizationThe skill of representing data quality metrics through visual formats like dashboards to communicate health status to stakeholders.