Data Governance Engineer
Arlington, VA (Priority 1) and St. Louis, MO (Priority 2)
Experience 6โ12+ years in Data Governance / Metadata Engineering / Data Platform governance
Hands-on experience with: Microsoft Purview configuration and operations Fabric governance concepts and controls (workspaces, domains, items, sharing)
Strong understanding of: Data lineage, metadata models, business glossary, classification Identity/RBAC alignment for governance enforcement
Experience designing integrations with enterprise governance tools (Atlan/Collibra/Alation preferred)
Key Responsibilities
- Governance Architecture Operating Model Enablement
- Translate enterprise governance policies into implementable controls across Fabric.
- Define governance blueprints for: Domain-based governance (Data Mesh/data products) or centralized CoE models
- Data product certification/endorsement workflows
- Stewardship model (owners, custodians, data stewards), RACI mapping
Purview Setup Fabric Governance Configuration
- Configure Microsoft Purview for enterprise usage: Scans, collections, role assignments, access controls
- Classification rules, sensitivity labels, glossary, lineage settings
- Enable Fabric integration outcomes such as: Asset discovery and catalog publishing
- Lineage capture (as supported by sources and Fabric items)
- Metadata enrichment and lifecycle tagging for data products
- Atlan Integration (Enterprise Governance Tool Alignment)
- Design and implement integration between Purview and Atlan (as per enterprise tool strategy): Metadata synchronization patterns
- Lineage strategy and reconciliation (Fabric lineage vs enterprise lineage)
- Business glossary alignment
- Define integration operating model: Sync frequency, mapping rules, exception handling
- Handling duplicates, naming standards, asset identity resolution
- Collaborate with governance stakeholders to ensure Atlan reflects Fabric assets accurately and consistently.
Policy Enforcement Controls Implementation
- Implement governance controls such as: Data classification, sensitivity labels, and policy tagging
- Certification/endorsement gates for promoted data products
- Data sharing guardrails and approval workflows
- Work with Security/Platform teams to align: Entra ID group-driven RBAC and access review processes
- Compliance needs (retention, auditing, data access reporting)
Metadata Management, Data Quality Governance Data Contracts
- Build and maintain standards: Naming conventions, domain taxonomy, data product templates
- Implement data product documentation templates and data contracts: Schema expectations, SLAs, quality rules, owners
- Integrate with engineering teams to integrate Data Quality Metadata within pipelines (metadata-driven approach)
Good-to-Have Knowledge of privacy/security frameworks (ISO, SOC2 concepts, GDPR-like principles) Experience implementing data quality governance tooling and scorecards Familiarity with Data Mesh governance patterns and data product operating models