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The Production Data Analyst (DA) role involves developing database queries, scripts, tools, and methods to manage data according to client requirements within defined technical standards and time constraints. The position emphasizes ETL procedures and requires proficiency in relational database concepts, complex SQL queries, and the maintenance of common database objects.