At CVS Health, the business problem is to design systems that utilize data-oriented programming languages and visualization software to explore, analyze, and interpret large volumes of data in various forms and solve complex business problems.
Requirements
- 7+ years of coding experience using Python with expertise in solution and software development
- 7+ years in DevOps/MLOps and a deep understanding of software engineering principles
- 7+ years of experience in TensorFlow and PyTorch, with additional cloud platform familiarity
- Proven ability to manage the production lifecycle of an MLOps pipeline
- Deep understanding of model deployment and serving
- Experience with orchestration and containerization methodologies
- Familiarity with model serving tools such as MLflow, Databricks Serving, SageMaker, etc.
Responsibilities
- Designing systems that utilize data-oriented programming languages and visualization software
- Exploring, analyzing, and interpreting large volumes of data in various forms
- Solving complex business problems
- Managing the production lifecycle of an MLOps pipeline
- Deploying and serving models
- Implementing CI/CD pipelines for ML projects
- Developing automation pipelines
Other
- Bachelor degree from accredited university or equivalent work experience (HS diploma + 4 years relevant experience)
- Ability to work in a team environment
- Strong communication and collaboration skills
- Ability to promote and sustain a culture of diversity, inclusion and belonging
- Commitment to fostering a workplace where every colleague feels valued and that they belong
