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Leads data quality assurance strategy, test planning, execution, automation, regression coverage, and defect management for data pipelines, data products, and analytics outputs. Establishes validation checkpoints and quality metrics, evaluates data QA tooling, and partners with Data Engineering, Analytics, Informatics, and Data Governance. The role also manages QA practitioners and advances the organization from ad hoc scripting to structured, ASTQB-aligned testing methodology.