platform engineer machine learning

Описание

The client is a global consultancy whose client focuses on building Kubernetes-based ML infrastructure for production model-serving components.

Задачи

• Build Kubernetes-based ML infrastructure for production model-serving components
• Build and operate Kubernetes-based ML infrastructure, preferably on AWS/EKS
• Manage GPU workloads and production ML model serving for low-latency and high-throughput inference
• Productionize ML models
• Develop deployment pipelines
• Monitor, troubleshoot, and tune performance
• Operate scalable ML platforms

Требования

• Strong hands-on experience building and operating Kubernetes-based ML infrastructure
• Expertise in GPU workloads and production model serving
• Experience with low-latency and high-throughput inference
• Experience productionizing ML models, deployment pipelines, monitoring, troubleshooting, performance tuning, and scalable ML platform operations
• Must have the right to work in Europe without needing visa sponsorship
• Nice to have: AWS/EKS, NVIDIA Triton

Условия

• Contract position
• Paying up to €520 per day
• Initial contract until the end of the year with a high likelihood of extension
• Must have the right to work in Europe without needing visa sponsorship