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Technical Proficiency: ability to understand technical concepts, reading and understanding code, system architecture, database concepts. Effective communication with cross-functional teams and stakeholders. Data Governance: understands concepts of lineage, catalogue, and data governance. Automation Mindset: translate problems into logical way to automate. Problem-Solving and Testing: identify issues within data processes and develop effective solutions.