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Posted 2 days ago
Senior Data Scientist
ArineSenior Data Scientist
Requirements
Master's or PhD in quantitative field, Expertise in causal modeling, 3+ years healthcare data experience, Proficiency in R, Python, and SQL
Skills
PythonRSQLMachine Learning
About the role
Responsibilities
- Design and execute causal analyses of real-world health data to quantify the impact of medications and interventions on patient outcomes and costs
- Develop, validate, and deploy predictive and causal models and AI tools into Arine's medication management platform
- Partner with clinicians and HEOR researchers to frame questions as well-defined causal estimands
- Create presentations and reports communicating methods, assumptions, and results to cross-functional stakeholders
- Participate in critical reviews within the Data Science team on methods, study design, and implementation strategy
Requirements
- Master's or PhD in Statistics, Biostatistics, Epidemiology, Health Economics, Computer Science, or a related quantitative field
- Expertise in causal modeling with observational data (e.g., propensity score methods, instrumental variables, difference-in-differences)
- Hands-on experience with causal machine learning methods (e.g., double machine learning, causal forests, TMLE)
- 3+ years of experience working with real-world healthcare data (medical/pharmacy claims or EHR)
- Proficiency with R, Python (scikit-learn, pandas, numpy), and SQL
- Ability to pass a background check
- Must live in and be eligible to work in the United States
Preferred Qualifications
- Experience modeling cost-of-care outcomes in high-risk populations
- Deep experience with advanced difference-in-differences and quasi-experimental designs
- Productive use of AI-enhanced coding tools
- Familiarity with survival analysis and longitudinal methods
- Experience deploying models into commercial software products
About the Company
Arine is a rapidly growing healthcare technology and clinical services company dedicated to ensuring individuals receive the safest and most effective treatments through a specialized SaaS platform combining data science, machine learning, and clinical expertise.
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Arine · San Francisco
