Data Governance Expertise (Framework & Process Design)
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• Critical Data Elements (CDEs): Proven experience establishing qualification criteria, running discovery sessions, consolidating inventories across business domains, and assigning clear data ownership/stewardship roles.
  
• Data Quality (DQ) & Profiling: Ability to profile datasets, define DQ rules (completeness, validity, consistency, uniqueness), set severity thresholds, and design baseline quality scorecards and remediation backlogs.
  
• Business Glossary & Metadata: Experience structuring business definitions and capturing metadata attributes (domain, data lineage, systems of record).
  

Enterprise Reporting Standards & BI Governance

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• KPI Standardization: Experience reviewing curr...