Establish and maintain a data governance framework including policies,
standards, and procedures.
– Implement and manage fine-grained access control using Azure AD, RBAC,
and Databricks Unity Catalog.
– Oversee metadata management, data cataloging, and lineage tracking across
data assets.
– Ensure secure data flows across ADF, Databricks, AAS, and Power BI.
– Define and enforce role-based and row-level security in semantic models.
– Partner with engineering teams to enforce encryption in transit and at rest.
– Implement and audit secret management practices using Azure Key Vault and
Databricks secret scopes.
– Define and monitor data quality rules, including automated validation
processes.
– Lead compliance initiatives to meet GDPR, HIPAA, CCPA, or industry-
specific requirements.
– Conduct regular audits, review access logs, and investigate anomalies.
– Provide governance oversight for semantic models to ensure consistent metric
definitions.
– Collaborate with business data owners and stewards to assign ownership and
accountability.
– Deliver training and communication to promote a data governance culture
across teams.