Job Description
CVS Health is the nation's premier health innovation company helping people on their path to better health. We are building a new health care model that is easier to use, less expensive, and puts the consumer at the center of their care.
Who we are:
Enterprise Analytics oversees data strategy, engineering, data science & analytics and provides critical solutions & products to multiple business units, with the central goal of transforming healthcare and improve health outcomes for patients.
What this business area supports:
The Data Science position will work within a highly collaborative & interdisciplinary team applying state of the art machine learning & predictive modeling techniques to real business problems. You will have the opportunity to transform healthcare and provide solutions that improve health outcomes for our patients by leveraging our rich & expansive data sources. You will unlock key data driven insights that will help inform our patient outreach & experience strategy.
What the Data Scientist will do within Pharmacy Personalization Analytics:
Lead discussions with key internal/external stakeholders and make recommendations on how best to leverage machine learning and advanced analytic methods to support business outcomes.
Provide expertise in modeling & statistical approaches (machine learning methods ranging from regression methods, decision trees, deep learning, NLP techniques, uplift modeling; statistical modeling such as multivariate techniques)
Manage deliverables across multiple projects with a bias to action, help set right expectations on LOE & timelines.
Lead & contribute to cross-functional teams in implementing scalable models in cloud platforms.
Present technical findings in a variety of formats (reports, PPT, graphs, figures and tables), formulating recommendations, and effectively presenting the results to non-technical audiences
Required Qualifications
5+ years of experience in constructing, validating, and executing machine learning solutions (advanced educational degree can be applied to years experience)
3+ years of experience in at least one of the programming languages Python, R, Scala, C etc.
Advanced level proficiency with frameworks for Machine Learning & predictive modeling (5+ years)
2 + years Expert level proficiency with common modeling tools and frameworks, e.g. TensorFlow, Keras, PyTorch, Theano etc.
Preferred Qualifications
Experience with big data emerging technologies (like Hive, Spark, Presto etc.)
Experience with cloud infrastructure (like Azure, GCP, AWS etc.)
Experience leading teams and responsibility of career development of junior members
Familiarity with tools to automate CI/CD pipelines (e.g., Jenkins, GIT, Control-M)
Ability to drive data management and model productionalization best practices
Experience leading design and implementation of end-to-end solutions using Machine Learning, Optimization, and other advanced technologies, and own live deployments
Demonstrated experience presenting to audiences including technical, non-technical and senior leaders
Demonstrated experience leading cross functional initiatives communicating effectively and confidently with business partners, project team members and senior management
Proven ability to influence decision-making by non-analytical business audiences
Education
Master's degree in quantitative field like Computer Science, Mathematics, Economics, Physics, Applied Math, Statistics, Engineering etc. PhD preferred.
Business Overview
At CVS Health, we are joined in a common purpose: helping people on their path to better health. We are working to transform health care through innovations that make quality care more accessible, easier to use, less expensive and patient-focused. Working together and organizing around the individual, we are pioneering a new approach to total health that puts people at the heart.
We strive to promote and sustain a culture of diversity, inclusion and belonging every day. CVS Health is an equal opportunity and affirmative action employer. We do not discriminate in recruiting, hiring or promotion based on race, ethnicity, sex/gender, sexual orientation, gender identity or expression, age, disability or protected veteran status or on any other basis or characteristic prohibited by applicable federal, state, or local law. We proudly support and encourage people with military experience (active, veterans, reservists and National Guard) as well as military spouses to apply for CVS Health job opportunities.
Hartford, CT
Aetna Inc. operates as a health care benefits company in the United States. It operates through three segments: Health Care, Group Insurance, and Large Case Pensions. The Health Care segment offers medical, pharmacy benefit management service, dental, behavioral health, and vision plans on an insured and employer-funded basis. It also provides point-of-service, preferred provider organization, health maintenance organization, and indemnity benefit plans, as well as health savings accounts and consumer-directed health plans.
In addition, this segment offers Medicare and Medicaid products and services, as well as other medical products, such as medical management and data analytics services, medical stop loss insurance, workers’ compensation administrative services, and products that provide access to its provider networks in select geographies. The Group Insurance segment offers life insurance products, including group term life insurance, voluntary spouse and dependent term life insurance, group universal life insurance, and accidental death and dismemberment insurance; disability insurance products; and long-term care insurance products, which provide the benefits to cover the cost of care in private home settings, adult day care, assisted living, or nursing facilities.
The Large Case Pensions segment manages various retirement products comprising pension and annuity products primarily for tax-qualified pension plans. The company provides its products and services to employer groups, individuals, college students, part-time and hourly workers, health plans, health care providers, governmental units, government-sponsored plans, labor groups, and expatriates. Aetna Inc. was founded in 1853 and is based in Hartford, Connecticut. As of November 28, 2018, Aetna Inc. operates as a subsidiary of CVS Pharmacy, Inc.