Analyst - Data Scientist
Core
Build, develop, and deploy advanced AI and machine learning models using diverse healthcare datasets to uncover actionable insights and optimize business processes.
Role type
Senior IC data scientist (healthcare/commercial analytics)
Builds
Production ML models, predictive analytics solutions, and commercial effectiveness dashboards
Domain
Healthcare / Life Sciences / Commercial Analytics
Deliverable
production ML models
Required skills
Statistical modeling (regression, Bayesian, survival analysis), Machine Learning (XGBoost, LightGBM, Random Forest, Neural Networks), Python, SQL, Snowflake, Spark/PySpark, HIPAA compliance, Explainable AI (SHAP, LIME)
Preferred skills
Agentic AI frameworks, Marketing Mix Modeling, Causal inference, Deep Learning/NLP, Next-Best-Action analytics
Technologies
Snowflake, Snowpark, Spark, PySpark, MLflow, XGBoost, LightGBM, PyMC, Jupyter, Git
Responsibilities
Design and interpret advanced regression models; Develop and validate predictive models for patient adherence and revenue; Build Marketing Mix Models and recommendation engines; Leverage AI coding agents to accelerate workflows; Ensure compliance with HIPAA and FDA regulations; Partner with commercial teams to translate business challenges into analytical solutions
Seniority
Senior, hands-on IC
