| # | Knowledge Area | Key Functions | |---|----------------|----------------| | 1 | | Policies, standards, stewardship, compliance oversight | | 2 | Data Architecture | Enterprise data models, data flow, technology architecture | | 3 | Data Modeling & Design | Conceptual, logical, physical models; schema design | | 4 | Data Storage & Operations | Database management, performance tuning, archival | | 5 | Data Security | Access control, encryption, privacy (GDPR, CCPA) | | 6 | Data Integration & Interoperability | ETL/ELT, data virtualization, APIs | | 7 | Document & Content Management | Unstructured data, records retention, document lifecycle | | 8 | Reference & Master Data | MDM, golden records, cross-system consistency | | 9 | Data Warehousing & BI | Dimensional modeling, reporting, dashboards | | 10 | Metadata Management | Business glossary, technical lineage, cataloging | | 11 | Data Quality | Profiling, cleansing, metrics (accuracy, completeness) |
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: The oversight that ensures data is managed correctly through policies and roles. Data Architecture : Designing the overall structure of data assets. Data Modeling & Design : Analysis, design, and building of data models. Data Storage & Operations | # | Knowledge Area | Key Functions