Applied Scientist II
Core
Design and ship production algorithmic systems (ML, optimization, heuristics) to optimize healthcare provider networks, personalize member engagement, and power AI-driven primary care experiences.
Role type
Senior IC Applied Scientist (Healthcare Algorithms)
Builds
Production ML models, optimization algorithms, and AI-driven product features for healthcare outcomes
Domain
Healthcare / Health Economics / Algorithmic Systems
Deliverable
production ML models
Required skills
Machine learning, optimization, heuristics, statistical modeling, problem framing, metric definition, code review, healthcare economy understanding
Preferred skills
Prototype development, experimental design, LLM fine-tuning, claims data analysis
Technologies
Python, SQL, AWS, Snowflake, pandas, XGBoost, PyTorch, HuggingFace, modern LLM tooling
Responsibilities
Ship production algorithmic systems end-to-end from problem framing to launch; define objective functions and metrics for solution validation; choose appropriate methods (ML, optimization, rules) based on problem constraints; build deep understanding of the healthcare economy; review peer code and analyses.
Seniority
Mid-Senior, hands-on IC