onsite
Senior IT Analyst - Horizontal Talent
Software Engineer
Senior IT Analyst driving healthcare innovation by designing and deploying machine learning models as scalable APIs, managing CI/CD pipelines, and ensuring robust automated testing on cloud platforms.
About the role
Key Responsibilities
- Design, develop, and maintain CI/CD pipelines for continuous integration and deployment of machine learning models.
- Containerize models using Docker and orchestrate deployments with Kubernetes on AWS.
- Expose models as RESTful microservices, ensuring high availability, scalability, and compliance with clinical data standards.
- Implement automated testing frameworks to validate model performance, security, and regulatory requirements.
- Collaborate with data scientists, clinicians, and DevOps teams to translate research into production-ready solutions.
Requirements
- 5+ years of experience in software engineering or data science with a focus on ML deployment.
- Proficiency in Python, Docker, Kubernetes, and AWS services (ECS/EKS, S3, Lambda).
- Strong knowledge of CI/CD tools (GitLab CI, Jenkins, ArgoCD) and automated testing.
- Experience building and scaling APIs for clinical or regulated environments.
- Excellent problem‑solving skills and ability to work cross‑functionally in a fast‑paced setting.
Skills
pythonmachine learningcicddockerkubernetesaws