Associate Applied Scientist
Core
Build production algorithmic systems end-to-end to optimize healthcare provider tiering and member engagement using AI, ML, and optimization.
Role type
Associate Applied Scientist (IC)
Builds
Production ML models, optimization algorithms, and engagement systems for healthcare providers and members
Domain
Healthcare / Quantitative Optimization / Machine Learning
Deliverable
production ML models
Required skills
Machine learning, optimization, heuristics, statistical modeling, Python, SQL, data analysis, problem framing, metric definition
Preferred skills
Experience with LLM tooling, modern eval frameworks, healthcare domain knowledge
Technologies
Python, SQL, AWS, Snowflake, pandas, XGBoost, PyTorch, HuggingFace
Responsibilities
Ship production algorithmic systems from problem framing to launch and iteration; define objective functions and constraints; validate solutions against real-world outcomes; choose between ML, optimization, or heuristic approaches; review peer code and analyses
Seniority
Junior, hands-on IC
