JDHands on experience on Microsoft Purview setup implementaion configuration is a mustEnterprise Data Governance Framework Design Deep understanding of how to architect implement and scale a governance framework from scratchMetadata Management Data Lineage Expertise in mapping data flows from source to consumption maintaining data catalogs and tracking technicaloperational metadataData Quality DQ Engineering Standardization Ability to define DQ dimensions accuracy completeness validity etc establish profiling rules and set enterprisewide quality benchmarksData Lexicon Semantics Profiling and building business glossaries to ensure uniform data definitions across disparate business unitsRegulatory Compliance Data Control Knowledge of risk frameworks privacy regulations like GDPR CCPA or BCBS 239 and implementing data accesssecurity controlsResponsibility
Change Management Governance Adoption The soft power required to convince business and technical teams to adopt recent data habits and cultural standardsCrossFunctional Collaboration Bridge Building Acting as the translator between highly technical data engineersIT and nontechnical business stakeholdersData Stewardship Program Operations Setting up operating models defining RACI matrices for data ownersstewards and running formal data certification workflowsProgram Management Continuous Monitoring Leading regular governance councils managing audit logs tracking DQ metricsdashboards and steering enterprise data management initiativesPrimary Skills
SQL complex queries joins aggregationsETL Testing Informatica DataStage Talend etcData Warehousing Concepts StarSnowflake schema factdimension tablesUnixLinux scripting for ETL validationDatabase Platforms Oracle SQL Server Teradata PostgreSQLTest Management Tools JIRA HP ALM ZephyrData Validation Reconciliation TechniquesPerformance Testing for ETL jobsSecondary Skills