Develop and evaluate machine-learning, statistical, and generative AI models for personalized college, career, and pathway recommendations. Analyze experiments and student data, define product metrics, build scalable pipelines, and move models into production. The role emphasizes responsible AI, fairness, transparency, privacy, explainability, and collaboration with product, engineering, research, design, and business teams.