About the role
- Design and manage cloud infrastructure using AWS services such as EKS, EC2, SageMaker, Lambda, and S3.
- Automate cloud resource provisioning and configuration using Terraform and Infrastructure as Code (IaC) best practices.
- Implement CI/CD pipelines for ML model deployment using GitHub Actions, Jenkins, or AWS CodePipeline.
- Monitor and optimize ML workflows in Databricks, ensuring performance, scalability, and reliability.
- Collaborate with data scientists and product teams to operationalize ML models and integrate them into production systems.
- Develop robust APIs for model serving using FastAPI, supporting synchronous, asynchronous, and streaming inference.
- Build and maintain front-end interfaces using React to visualize model outputs, monitor pipeline health, and support user interaction with ML services.
- Apply software engineering principles to develop scalable, maintainable, and testable code across the ML lifecycle.
- Support deployment and orchestration of Generative AI models (e.g., GPT, Claude) in cloud environments.
Required Experience
- 5-8 years of relevant experience
- Strong experience with AWS cloud services and Terraform.
- Proficiency in container orchestration (EKS/Kubernetes).
- Solid understanding of CI/CD practices and DevOps tooling.
- Front-end development experience with React and JavaScript/TypeScript.
- Backend development experience with Python and FastAPI.
- Familiarity with ML model lifecycle and deployment best practices.
- Experience integrating ML models into full-stack applications.
Required Education
- Bachelors or Masters (Preferred) in statistics, computer science or equivalent field
About Evernorth Health Services
Evernorth Health Services, a division of The Cigna Group, creates pharmacy, care and benefit solutions to improve health and increase vitality. We relentlessly innovate to make the prediction, prevention and treatment of illness and disease more accessible to millions of people. Join us in driving growth and improving lives.
Skills & Tags
Aplyr's read
Cigna is a global health services leader, attracting professionals dedicated to advancing healthcare solutions and improving patient outcomes worldwide.
What's promising
- •Cigna's diverse roles offer opportunities across healthcare, technology, and customer service sectors.
- •The company's global presence allows for international career growth and mobility.
- •Cigna invests in innovative health solutions, fostering a forward-thinking work environment.
What to watch
- •The healthcare industry faces regulatory challenges that may impact Cigna's operations.
- •Cigna's large size can lead to bureaucratic processes that slow decision-making.
- •Limited public information about Cigna's internal culture and employee satisfaction.
Why Cigna
- •Cigna's integration of Evernorth enhances its healthcare service offerings.
- •The company emphasizes innovation in health technology and AI enablement.
- •Cigna's focus on military and veteran partnerships sets it apart in healthcare services.
Aplyr’s read is generated by AI from public sources. Was it useful?
About Cigna
Cigna Healthcare is a global health services company dedicated to improving the health, well-being, and peace of mind of those they serve. They offer a wide range of health insurance products and services, including medical, dental, behavioral health, pharmacy, and disability insurance.