CVS Health Data Engineering - Senior Advisor in Woonsocket, Rhode Island
The Senior Advisor Data Engineer, Retail Analytics role is responsible for collaborating with business partners to identify opportunities to leverage big data technologies in support of Front Store Personalization 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. You will assess and provide recommendations on business relevance, with appropriate timing and deployment. You will perform architecture design, data modeling, and implement CVS Big Data platforms and analytic applications. You will bring a MLOps mindset to enable big data and batch/real-time analytical solutions that leverage emerging technologies. You will develop prototypes and proof of concepts for the selected solutions and implement complex big data projects. You will design and implement end-to-end solutions using Machine Learning, Optimization, and other advanced computer science technologies, and own live deployments. You will apply a creative mindset to a focus on collecting, parsing, managing, and automating data feedback loops in support of business innovation.
• 5+ years of professional IT and Business Analytics experience including the following:• 5+ years of Hands-on experience with “big data” platforms including Kubernetes, Spark as well as experience with Traditional RDBMS (Oracle, Teradata etc.,)• 5+ years in the following programming languages: Python, shell scripting, SQL (preferably Snowflake, Teradata, and PL/SQL syntax) and Java, or Scala• Experience implementing ML models and building highly scalable and high availability systems• Strong leadership skills and ability to communicate, collaborate effectively across teams
COVID-19 Vaccination Requirement
CVS Health requires its Colleagues in certain positions to be fully vaccinated against COVID-19 (including any booster shots if required), where allowable under the law, unless they are approved for a reasonable accommodation based on disability, medical condition, pregnancy, or religious belief that prevents them from being vaccinated.
If you are vaccinated, you are required to have received at least one COVID-19 shot prior to your first day of employment and to provide proof of your vaccination status within the first 30 days of your employment. For the two COVID-19 shot regimen, you will be required to provide proof of your second COVID-19 shot within the first 60 days of your employment. Failure to provide timely proof of your COVID-19 vaccination status will result in the termination of your employment with CVS Health.
If you are unable to be fully vaccinated due to disability, medical condition, pregnancy, or religious belief, you will be required to apply for a reasonable accommodation within the first 30 days of your employment in order to remain employed with CVS Health. As a part of this process, you will be required to provide information or documentation about the reason you cannot be vaccinated. If your request for an accommodation is not approved, then your employment may be terminated.
• Platforms: Snowflake, Kubernetes, Kubeflow, Tensorflow, Azure Cloud, Teradata• Languages: Kubectl, SnowSQL, Python, Pyspark, Scala• Ability to design and build a framework to orchestrate data pipelines and Machine Learning models• Experience with scaling workloads on GPUs and deep neural networks• Experience with serving models using KFServing etc.,• Experience with scaling using Dask• 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• 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.• Expertise in specialized areas such as Optimization, NLP, Reinforcement Learning, Probabilistic Inference, Machine Learning, Information Retrieval, Recommendation Systems.• Experience with frameworks for either Machine Learning or NLP (Scikit-Learn, SpaCy, Pytorch, Tensorflow, Spark NLP)• Exposure to Healthcare Domain knowledge. • Experience with cloud computing environment (ideally Microsoft Azure) and the organizational risks of transitioning from on-prem to cloud infrastructure.
B.S. Computer Science, Engineering, Statistics, Astronomy/Physics, Economics, Math or related fields, Master's in Data Science or Business Analytics with minimum of 3 years of experience in related field.
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.
- CVS Health Jobs