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Data Engineer - Clinical Analytics (ML Ops Experience)

AT CVS Health
CVS Health

Data Engineer - Clinical Analytics (ML Ops Experience)

Wellesley, MA

Bring your heart to CVS Health. Every one of us at CVS Health shares a single, clear purpose: Bringing our heart to every moment of your health. This purpose guides our commitment to deliver enhanced human-centric health care for a rapidly changing world. Anchored in our brand - with heart at its center - our purpose sends a personal message that how we deliver our services is just as important as what we deliver.

Our Heart At Work Behaviors™ support this purpose. We want everyone who works at CVS Health to feel empowered by the role they play in transforming our culture and accelerating our ability to innovate and deliver solutions to make health care more personal, convenient and affordable.Position Summary:

If you're eager to make a real impact in the health care industry through your own meaningful contributions, explore a role in technology with CVS Health. Our journey calls for technical innovators and data visionaries: come help us pave the way.At CVS Health, we possess an extensive repository of healthcare data that spans over 150 million individuals, providing an unparalleled foundation for ambitious Data Engineers. In this role, you will engage with complex business challenges, harnessing modern tools and technologies to securely store, process, transform, and enrich terabyte to petabyte scale healthcare data. Your work will underpin data-driven business decisions and contribute to our mission of delivering industry-best data products / software with a customer-first mindset and team-oriented approach.As a Data Engineer, you will be instrumental in designing, developing, and maintaining optimal data pipelines to assemble large and intricate datasets, catering to the business requirements of various CVS lines of business. Collaborating closely with teams, you will craft tools to provide actionable insights and integrate them with consumer touchpoints.As a Data Engineer, you will:

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  • Work with Data Scientists, Engineers, Product Owners in developing high performance data and machine learning products.
  • Ensure requisite levels of quality by maintaining production systems, testing data quality, tuning pipelines for performance, creating monitoring routines and participating in code reviews.
  • Own solutions end-to-end, ensuring innovation and security is baked into every component.
  • Perform duties in an agile environment delivering products at regular intervals.
  • Write efficient data processing routines in Python and SQL.
  • Leverage modern cloud services and tools to create unique solutions affecting millions of people.
  • Have the chance to use the latest technologies while working in a positive environment with world class colleagues across numerous technological disciplines.
  • Relentlessly automate everything within your domain.
As leaders in healthcare, our analytics and engineering teams deliver innovative solutions to business problems by collaborating with cross-functional teams in a dynamic and agile environment. You will be part of a team that values collaboration and encourages innovative thinking at all levels. You will be intellectually challenged to solve problems associated with large scale complex, structured and unstructured data, that will allow you to grow your technical skills and engineering expertise.Required Qualifications:
  • 1+ years of experience with relational, document and key-value databases
  • 1+ years of experience with Python (or a comparable scripting language)
  • 1+ years of experience with Data warehouses (such as data modeling and technical architectures) and infrastructure components
  • 1+ years of experience with ETL/ELT, and building high-volume data pipelines
  • 1+ years of experience with reporting/analytic tools
  • 1+ years of experience with query optimization, data structures, transformation, metadata, dependency, and workload management
  • 1+ years of experience with big data and cloud architecture
  • 1+ years of experience leveraging MLOPS in support of analytical products
Preferred Qualifications:
  • Experience with complex systems and solving challenging analytical problems
  • Strong collaboration and communication skills within and across teams
  • Experience in designing and building data engineering solutions in cloud environments (preferably GCP)
  • Experience with Git, CI/CD pipeline, and other DevOps principles/best practices
  • Experience with bash shell scripts, UNIX utilities & UNIX Commands
  • Understanding of software development methodologies including waterfall and agile
  • Ability to leverage multiple tools and programming languages to analyze and manipulate data sets from disparate data sources
  • Experience with schema design and dimensional data modeling
  • Knowledge of microservices, SOA and API development
  • Previous healthcare experience and domain knowledge is a huge plus
  • Google Professional Data Engineer Certification or other cloud-based certification
Education:
  • Bachelor's Degree or equivalent work experience in Computer Science, Information Systems, Data Engineering, Data Analytics, Machine Learning, or related field required. Master's Degree preferred.
Anticipated Weekly Hours
40Time Type
Full timePay Range

The typical pay range for this role is:$79,310.00 - $173,040.00This pay range represents the base hourly rate or base annual full-time salary for all positions in the job grade within which this position falls. The actual base salary offer will depend on a variety of factors including experience, education, geography and other relevant factors. This position is eligible for a CVS Health bonus, commission or short-term incentive program in addition to the base pay range listed above.

In addition to your compensation, enjoy the rewards of an organization that puts our heart into caring for our colleagues and our communities. 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. As for time off, Company employees enjoy Paid Time Off ("PTO") or vacation pay, as well as paid holidays throughout the calendar year. Number of paid holidays, sick time and other time off are provided consistent with relevant state law and Company policies.

For more detailed information on available benefits, please visit Benefits | CVS HealthWe anticipate the application window for this opening will close on: 03/18/2025Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state and local laws.

Client-provided location(s): Wellesley, MA, USA
Job ID: CVS-R0501747
Employment Type: Other

Perks and Benefits

  • Health and Wellness

    • Health Insurance
    • Dental Insurance
    • Vision Insurance
    • Life Insurance
    • HSA
    • HSA With Employer Contribution
    • Pet Insurance
    • Mental Health Benefits
  • Parental Benefits

    • Fertility Benefits
    • Adoption Assistance Program
    • Family Support Resources
  • Work Flexibility

    • Flexible Work Hours
    • Remote Work Opportunities
    • Hybrid Work Opportunities
  • Vacation and Time Off

    • Paid Vacation
    • Paid Holidays
    • Personal/Sick Days
  • Financial and Retirement

    • 401(K) With Company Matching
  • Professional Development

    • Tuition Reimbursement
  • Diversity and Inclusion

    • Employee Resource Groups (ERG)
    • Diversity, Equity, and Inclusion Program