CVS Health is focused on building a world of health around every individual, and they are seeking a Data Scientist to extract key information from legal contracts. This role involves developing extraction algorithms, optimizing data solutions, and applying machine learning techniques to improve contract processing and decision-making.
Implements systems using data-oriented programming languages and visualization software to explore, analyze, and interpret large volumes of contract data and solve complex business problems
Deploys data science initiatives using data mining, data modeling, NLP, and ML techniques (RAG, vector embeddings, LLMs) to extract key information from contracts
Designs data solutions that meet client requirements by leveraging industry-leading tools and best practices to profile and translate contract data
Applies data science and ML knowledge to improve contract extraction capabilities, optimize document processing operations, and drive evidence-based decision-making
Develops analytical frameworks, key metrics, and performance dashboards to monitor extraction accuracy, processing efficiency, and system performance, including OKRs
Communicates with stakeholders (executives, legal professionals, IT, business analysts) to understand needs and provide data-driven solutions
Coordinates presentations and consultative services that outline data analytics results and demonstrate business impact of system improvements
Stays current on innovative data analysis techniques, visualization tools, programming languages, and latest research papers in RAG, LLM applications, and information extraction
Ensures adherence to data governance policies and procedures by educating team members on data science best practices and quality standards
Qualification
Required
1-2+ years of relevant analytic experience
Experience programming using R or Python
Experience in SQL and MongoDB querying
Experience working in at least 1 cloud environment
Experience with data analysis libraries
Bachelor's degree in Finance, Economics, Mathematics, Actuarial Science, Data Science, or a related field is required
Preferred
Demonstrates good written and verbal communication skills and a strong ability to communicate technical concepts and implications to business partners
Effectively resolves problems and roadblocks as they occur
Demonstrates proficiency in several areas of data modeling, machine learning algorithms, statistical analysis, data engineering, and data visualization
Ability to work with large data sets from multiple data sources
Experience with Generative AI/LLM applications, prompt engineering, model evaluation
Experience with vector embeddings and semantic search analysis
Experience with document processing and text analysis
Familiarity with data validation frameworks and quality assurance systems
Experience with performance analysis and optimization metrics
Master's degree preferred
Benefits
Affordable medical plan options, a 401(k) plan (including matching company contributions), and an employee stock purchase plan.
No-cost programs for all colleagues including wellness screenings, tobacco cessation and weight management programs, confidential counseling and financial coaching.
Benefit solutions that address the different needs and preferences of our colleagues including paid time off, flexible work schedules, family leave, dependent care resources, colleague assistance programs, tuition assistance, retiree medical access and many other benefits depending on eligibility.
CVS Health is a health solutions company that provides an integrated healthcare services to its members.
