Senior Data Scientist - Specialty Pharmacy Process Analytics
CVS Health
- Chicago, IL
- Permanent
- Full-time
- Lead development of complex ML pipelines and NLP models to generate business value and simplify internal processes
- Independently solve problems and provide a new perspective on existing solutions
- Structure analyses and models to solve multiple and/or complex business problems utilizing mathematical analyses and advanced industry techniques
- Collaborate with business partners to understand their problems and goals; develop predictive modeling, statistical analysis, data reports and performance metrics; and present recommendations to senior staff and clients
- Act as an analytics product owner translating business needs into analytics projects and actions. Lead development of solutions with moderate complexity and risk
- Develop and participate in presentations and consultations to existing and prospective constituents on analytics results and solutions
- Use strong knowledge in algorithms and predictive models to investigate problems, detect patterns and recommend solutions
- Use strong programming skills to explore, examine and interpret large volumes of data in various forms
- 3+ years of analytic experience, independently driving analyses and initiatives with a track record of business impact
- 3+ years of data science experience including measurement and experimentation
- Experience with modern NLP techniques, especially as relevant to data extraction and document summarization
- Experience in SQL, Tableau
- Experience programming using Python / R
- Strong knowledge of advanced analytics tools and languages to analyze large data sets from multiple data sources
- Domain expertise with NLP: data extraction, document summarization, generative AI, etc.
- Experience deploying machine learning models in real time production environments including cloud (Azure, AWS, GCP), Spark-based systems, etc.
- Experience working on complex projects involving multiple stakeholders
- Demonstrates strong ability to communicate technical concepts and implications to business partners
- Anticipates and prevents problems and roadblocks before they occur
- Demonstrates proficiency in most areas of mathematical analysis methods, machine learning, statistical analyses, and predictive modeling and in-depth specialization in some areas
- Bachelor's degree or equivalent work experience in Mathematics, Statistics, Computer Science, Business Analytics, Economics, Physics, Engineering, or related discipline.
- Master's degree or PhD preferred