A retail company is building a new analytics platform. Raw sales data arrives from multiple point-of-sale systems in different formats, and the business needs it cleaned, transformed, and loaded into a central data store on a scheduled basis so it can be analyzed. Which role is primarily responsible for designing and building these data ingestion and transformation pipelines?