Extracts, cleans, transforms, and analyzes data from the Electronic Research Administration (ERA) system or other institutional systems, ensuring its accuracy and relevance, to provide meaningful and actionable reports, and to enhance the process improvement and reporting capabilities of the ERA unit by identifying key performance indicators, uncovering trends, and facilitating data-driven decision-making. Demonstrated SQL pipeline building/maintenance with experience that includes, but not limited to, Joins, CTEs, window functions, stored procedures, MERGE/upsert, database design, Visual Query Tool, automated ETL (Windows Task Scheduler + PowerShell, etc.) and staging vs historical schema buildouts.