onsite
Machine Learning Software Engineer - InfiCare Technologies
ML Engineer
Lead the design, development, and deployment of production‑grade ML and Generative AI services using Python, AWS, Docker, and Kubernetes, ensuring security, stability, and operational excellence.
About the role
Key Responsibilities
- Architect and implement end‑to‑end ML pipelines and Generative AI models in a production environment.
- Lead cross‑functional teams, setting technical direction and ensuring alignment with enterprise security and stability standards.
- Develop and maintain containerized services with Docker and orchestrate them using Kubernetes.
- Implement CI/CD workflows for rapid, reliable model deployment and monitoring.
- Collaborate with data scientists to translate research prototypes into scalable, maintainable code.
Requirements
- 15+ years of software engineering experience with a strong focus on machine learning.
- Proficiency in Python, AWS services (SageMaker, Lambda, ECS), and container orchestration.
- Hands‑on experience with Generative AI frameworks (e.g., GPT, Stable Diffusion) and model serving.
- Deep understanding of CI/CD pipelines, automated testing, and cloud security best practices.
- Excellent communication skills and a proven ability to lead technical initiatives.
Skills
pythonmachine learninggenerative aiawsdockerkubernetescicd