Note: The job is a remote job and is open to candidates in USA. CVS Health is dedicated to building a more connected and compassionate health experience. The Senior Data Scientist will drive innovation and impact business decisions by creating analytics products that leverage advanced analytics approaches to support pharmaceutical forecasting and pricing.
Responsibilities
- Drive innovation and impact business decisions as a Senior Data Scientist
- Build analytical cloud-based platforms supporting pharmaceutical forecasting and pricing
- Modernize legacy systems using cutting edge technology
- Collaborate with business groups, product management, data engineering, and application development
- Create analytics products that combine software, data, and digital tools to provide insights and recommendations to business leaders
Skills
- 3 or more years of relevant analytic experience
- 3 or more years of experience programming using R, Python, SQL
- 3 or more years of experience with dimension reduction, machine learning, and statistical algorithms
- Bachelor's Degree in Data Science, Computer Science, Applied Mathematics, Operation Research, Statistics, Health Policy, or related field
- Advanced knowledge level for SQL
- 3+ years of experience applying modern machine learning techniques to build predictive models for both classification and regression problems using python libraries such as scikit-learn, ml-lib, xgboost, keras etc
- 3+ years' experience with general linear models, including regression techniques, ensemble models, etc
- 3+ years of experience coding in Python, including PySpark, pandas
- Experience with time series forecasting and causal modeling techniques
- Knowledge of full model development life cycle including EDA, feature engineering, data visualization, model development and deployment, forecast accuracy, model monitoring, model drift
- Experience with pharmaceutical or other healthcare domain with large administrative claims datasets including their associated code sets, terminologies, and ontologies
Benefits
- This full‑time position is eligible for a comprehensive benefits package designed to support the physical, emotional, and financial well‑being of colleagues and their families.
- The benefits for this position include medical, dental, and vision coverage, paid time off, retirement savings options, wellness programs, and other resources, based on eligibility.
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