onsite
AI Platform Engineer - Advantest Europe GmbH
Devops Engineer
Lead the design and deployment of scalable AI solutions on AWS, leveraging Python, Kubernetes, Docker, and Terraform to build robust, production-ready machine learning pipelines.
About the role
Key Responsibilities
- Architect, develop, and maintain end‑to‑end AI pipelines on AWS, ensuring high availability and performance.
- Containerize ML workloads with Docker and orchestrate them using Kubernetes, implementing CI/CD pipelines.
- Use Terraform to provision and manage cloud infrastructure, enforcing infrastructure-as-code best practices.
- Collaborate with data scientists to translate models into production services, optimizing for latency and throughput.
- Monitor, troubleshoot, and optimize deployed models, applying A/B testing and performance tuning.
Requirements
- Strong experience with Python and machine learning frameworks (e.g., TensorFlow, PyTorch).
- Proven expertise in AWS services (SageMaker, ECS/EKS, Lambda, S3, CloudWatch).
- Hands‑on knowledge of Kubernetes, Docker, and CI/CD tooling.
- Experience with Terraform or similar IaC tools.
- Excellent problem‑solving skills and a collaborative mindset.
Skills
pythonawsmachine learningkubernetesdockerterraform