JD Hands on experience on Microsoft Purview setup implementaion configuration is a must Enterprise Data Governance Framework Design Deep understanding of how to architect implement and scale a governance framework from scratch Metadata Management Data Lineage Expertise in mapping data flows from source to consumption maintaining data catalogs and tracking technicaloperational metadata Data Quality DQ Engineering Standardization Ability to define DQ dimensions accuracy completeness validity etc establish profiling rules and set enterprisewide quality benchmarks Data Lexicon Semantics Profiling and building business glossaries to ensure uniform data definitions across disparate business units Regulatory Compliance Data Control Knowledge of risk frameworks privacy regulations like GDPR CCPA or BCBS 239 and implementing data accesssecurity controls Responsibility
Change Management Governance Adoption The soft power required to convince business and technical teams to adopt recent data habits and cultural standards CrossFunctional Collaboration Bridge Building Acting as the translator between highly technical data engineersIT and nontechnical business stakeholders Data Stewardship Program Operations Setting up operating models defining RACI matrices for data ownersstewards and running formal data certification workflows Program Management Continuous Monitoring Leading regular governance councils managing audit logs tracking DQ metricsdashboards and steering enterprise data management initiatives Primary Skills
SQL complex queries joins aggregations ETL Testing Informatica DataStage Talend etc Data Warehousing Concepts StarSnowflake schema factdimension tables UnixLinux scripting for ETL validation Database Platforms Oracle SQL Server Teradata PostgreSQL Test Management Tools JIRA HP ALM Zephyr Data Validation Reconciliation Techniques Performance Testing for ETL jobs Secondary Skills
PythonScala Scripting CICD Tools Jenkins GitLab Reporting Tools Tableau Power BI AgileScrum Practices Communication Documentation Work Experience