Senior Data Scientist – Clinical Analytics & Causal Inference at CVS Health

New York, New York, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

HealthcareIndustries

Requirements

Deep understanding of causal inference methods (e.g., difference-in-differences, instrumental variables) and experimental design
Solid grasp of foundations and experience with predictive modeling and optimization methods with structured and unstructured data
Some experience evaluating and deploying genAI solutions into clinician workflows
Mastery of problem solving and decision-making skills
Mastery of collaboration and teamwork
Mastery of growth mindset (agility and developing yourself and others) skills
Mastery of execution and delivery (planning, delivering)

Responsibilities

Design, execute, and analyze experiments and quasi-experiments (e.g., A/B testing, differences-in-differences) to validate model impact and continuously improve business outcomes
Develop predictive models that identify high risk situations that warrant increased attention to avoid adverse outcomes such as hospitalizations
Evaluate and deploy genAI solutions that improve clinician workflows (e.g., call summarization and case prep summaries)
Write complex and efficient code in SQL, Python or R and leverage Exploratory Data Analysis techniques to develop insights from multiple data sources in a cloud environment
Consult with internal clients to identify opportunities to implement data science solutions to business problems at an advanced level
Collaborate with Data Engineering, IT and other technical teams to onboard new data sources, create feature stores and optimize/automate model development and deployment processes (Github, MLOps etc.)
Collaborate effectively with business, clinical, marketing, and other stakeholders across the organization
Present recommendations to senior staff and internal clients
Rapidly iterate through solutions to figure out what works best

Skills

Causal Inference

A/B Testing

Differences-in-Differences

Predictive Modeling

Machine Learning

Statistical Modeling

Experimentation

Quasi-Experiments

Data Analysis

Clinical Analytics

CVS Health

Comprehensive pharmacy and healthcare services

About CVS Health

CVS Health operates a large network of retail pharmacies and walk-in medical clinics across the United States, providing a variety of health-related products and services. Their offerings include prescription medications, over-the-counter health products, and beauty items, as well as pharmacy benefits management and specialty pharmacy services. CVS Health's integrated business model allows them to serve individual consumers, businesses, and communities effectively, with a focus on improving health outcomes and reducing healthcare costs. Unlike many competitors, CVS Health combines pharmacy services with medical care, making it easier for patients to access quality healthcare. The company's goal is to enhance access to healthcare and support individuals in achieving better health.

Woonsocket, Rhode IslandHeadquarters

1963Year Founded

DEBTCompany Stage

Healthcare, Consumer GoodsIndustries

10,001+Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

401(k) Retirement Plan

Company Equity

Wellness Program

Professional Development Budget

Paid Vacation

Paid Holidays

Risks

Legal challenges related to opioid prescriptions could harm CVS's reputation and finances.

The DOJ's intervention in a whistleblower lawsuit may increase legal costs for CVS.

The Horizon Organic Milk recall exposes potential vulnerabilities in CVS's supply chain.

Differentiation

CVS Health operates over 9,600 retail pharmacies and 1,100 walk-in clinics nationwide.

The company integrates pharmacy benefits management with specialty pharmacy services for comprehensive care.

CVS Health offers tailored medication plans through personalized medicine and pharmacogenomics.

Upsides

Expansion of telehealth services allows CVS to reach more patients remotely.

Increased consumer interest in wellness boosts demand for CVS's health-related products.

The trend towards value-based care aligns with CVS's integrated healthcare approach.

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