Collect, clean, validate, and maintain student data, including admissions, enrollment, academic performance, program participation, and college placement records. Apply statistical methods to analyze student outcomes and identify relevant trends. Develop and validate predictive models to assess student-to-institution fit and application results. Design and maintain dashboards and periodic analytical reports for management. Create surveys and data-collection tools, establish data-quality and documentation standards, and ensure compliance with applicable student privacy requirements. Present analytical findings and provide data-driven recommendations to support college counseling, program development, and organizational decision-making.