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(performance, volume, availability), and guide the engineering team.\n\nQualifications:\nSolution Architecture Document (SAD): The master blueprint (often including architectural diagrams) detailing how data flows from source to target, and where DQ checks are applied.\nTool Evaluation & Recommendation Matrix: A formal comparison of evaluated DQ tools detailing why specific technologies were chosen.\nData Quality Framework Blueprint: The documented standards for how DQ will be implemented system-wide, including error-handling logic and CI/CD deployment strategies.\nSkills\nPython, SQL, Solution Architecture, Technical 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