Performs data mapping, transformation, validation, and quality assurance across higher education SIS, LMS, and ed-tech schemas. Builds unified data models, writes data dictionaries and mapping specifications, prioritizes fields, tracks data lineage, and applies transformation logic. Collaborates with internal and external stakeholders to ensure integrated data meets operational needs. Uses SQL, Python, dbt, and Great Expectations while managing project timelines and deliverables.