Research Scientist (L5) - Member Understanding Foundations

Line 1: Lead research, development, and iteration of machine learning models that deepen our understanding of member behavior and preferences. Line 2: Own and drive a roadmap that balances rapid experimentation with deeper development where it adds maximum impact. Line 3: Collaborate with data scientists, ML researchers, and engineers to translate insights into scalable, end-to-end solutions. Line 4: Stay current with advances in sequential models and large language models, and judiciously apply new methods. Line 5: Communicate findings and implications clearly to technical and non-technical stakeholders to influence product decisions. Line 6: Excel in fast-paced, ambiguous environments, contributing to team culture and cross-functional collaboration.