Data Governance Expertise (Framework & Process Design) :
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).
KPI Standardization: Experience reviewing current-state executive/operational reports to map lineage, spot calculation contradictions, and build unified Enterprise KPI dictionaries.
Change Management & Adoption: Ability to validate ...