Lead Data Scientist - Clinical AI

2 days ago

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CVS Health

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Retail • Pharmacy Benefits Management • Health Insurance • Health Care • Pharmacy

10,000+

Description

• The Clinical AI team is tasked with activating CVS Health’s clinical data to improve outcomes across multiple lines of business and use cases. • As a Lead Data Scientist, you will… be a subject matter expert in clinical data and how to apply it to solve health care problems. • Design, develop, validate, implement, and support predictive models and algorithms that investigate problem spaces, identify patterns, support decision-making processes, or anticipate outcomes. • Lead data scientists, data engineers, machine learning engineers, and product owners to design and implement analytics solutions. • Utilize natural language processing (NLP) and large language models (LLMs) to extract insights and features from unstructured clinical data. • Lead development of the clinical data feature store, which aims to accelerate adoption of future use cases utilizing clinical data. • Explore, validate, interpret, and summarize large amounts of data with various types/structures using advanced statistical and mathematical approaches. • Develop end-to-end analytics solutions, from developing problem statements to deploying models into production. • Build dashboards and data visualizations to effectively communicate analysis results and support decision making processes. • Translate problem statements from business partners into conceptual solutions, analyze feasibility, and estimate work efforts for analytical use cases early in their lifecycle. • Create documentation of project details, like problem statements, business outcomes, data exploration, ML model details, and deployment/support instructions. • Develop and lead presentations and consultations to existing and prospective constituents on analytics opportunities, results, and solutions . • Provide technical coaching and development to data scientists. • Foster a team culture of innovation and collaboration.

Requirements

• 7+ years of relevant analytics experience. • Experience solving analytics problems using advanced statistics, machine learning, and mathematical algorithms. • Experience leading analytics projects from concept to delivery by coordinating across a diverse set of stakeholders. • Experience using natural language processing (NLP), large language models (LLMs), and Generative AI (Gen AI) to extract insights from text data. • Experience using Google Cloud Platform (GCP) tools, including BigQuery, Vertex AI, DataProc, and Cloud Composer to implement scalable analytics solutions. • Ability to anticipate and prevent roadblocks throughout a project lifecycle and drive resolution/mitigation. • Demonstrates strong written and verbal communication skills, including the ability to present complex ideas to various audiences.

Benefits

• This position is eligible for a CVS Health bonus, commission or short-term incentive program in addition to the base pay range listed above. • This position also includes an award target in the company’s equity award program. • The Company offers a full range of medical, dental, and vision benefits. • Eligible employees may enroll in the Company’s 401(k) retirement savings plan, and an Employee Stock Purchase Plan is also available for eligible employees. • The Company provides a fully-paid term life insurance plan to eligible employees, and short-term and long term disability benefits. • CVS Health also offers numerous well-being programs, education assistance, free development courses, a CVS store discount, and discount programs with participating partners. • Company employees enjoy Paid Time Off (“PTO”) or vacation pay, as well as paid holidays throughout the calendar year.