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
- The Senior Data Engineer will be responsible for collaborating with business partners to identify opportunities to leverage big data technologies in support of Front Store Consumer Growth with a common set of tools and infrastructure to make analytics faster, more insightful, and more efficient. You will build and architect next-generation Big Data Machine Learning framework. You will design highly scalable and extensible Big Data platforms which enables collection, storage, modeling, and analysis of massive data sets from numerous channels. You will define and maintain data architecture, focusing on applying technology to enable business solutions.
Want more jobs like this?
Get Data and Analytics jobs in Irving, TX delivered to your inbox every week.
- 5-6+ years of experience in designing and building frameworks to orchestrate data pipelines and Machine Learning models
- Languages: SQL, Python
- Familiarity with building data pipelines, data modeling, architecture & governance concepts
- Experience operating in distributed environments including cloud (Azure, GCP, AWS etc.)
- Experience building, launching and maintaining complex analytics pipelines in production
- Experience implementing ML models and building highly scalable and high availability systems
- Experience with frameworks for either Machine Learning or NLP (Scikit-Learn, SpaCy, Pytorch, Tenosrflow, Spark NLP)
- Expertise in specialized areas such as Optimization, NLP, Reinforcement Learning, Probabilistic Inference, Machine Learning, Information Retrieval, Recommendation Systems.
- Platforms: Kubernetes, Kubeflow, Tensorflow
- Languages: Pyspark, Scala
- Platforms: Snowflake, Kubernetes, Kubeflow, Airflow, Azure Cloud, Teradata
- Familiarity with data modeling, data architecture and governance concepts
- Proficiency with tools to automate workflow and data pipelines (e.g., Gitlab, Jenkins, Control-M)
- Should be able to aggregate huge amount of data and information from large numbers of sources to discover patterns and features necessary to build machine learning models.
- Design and implement end-to-end solutions using Machine Learning, Optimization, and other advanced computer science technologies, and own live deployments.
- Exposure to Healthcare Domain knowledge. Master's in Data Science or Business Analytics
- Experience with cloud computing environment (ideally Microsoft Azure) and the organizational risks of transitioning from on-prem to cloud infrastructure.
- Experience with scaling workloads on GPUs and deep neural networks
- Experience with serving models using KFServing etc.,
- Experience with scaling using Dask
- B.S. Computer Science, Engineering, Statistics, Astronomy/Physics, Economics, Math or related fields, MS/MBA preferred
The typical pay range for this role is:
$92,700.00 - $201,900.00
This 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 jobs.CVSHealth.com/benefits
We anticipate the application window for this opening will close on: 06/24/2024