platform engineer machine learning

Enfint; Deutschland; Remote; EUR 83.000 - 109.000; Vollzeit

Zusammenfassung

Enfint seeks an experienced ML infra engineer to build and operate Kubernetes-based ML infrastructure for production model-serving components, preferably on AWS/EKS.

You will manage GPU workloads, optimize low-latency and high-throughput inference, productionize models, and develop deployment pipelines while monitoring performance and ensuring scalable platform operations.

Qualifikationen

• Hands-on experience building and operating Kubernetes-based ML infra.
• Expertise in GPU workloads and production model serving.
• Experience with low-latency and high-throughput inference.
• Productionizing ML models, deployment pipelines, monitoring, troubleshooting, performance tuning.

Aufgaben

• 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

Kenntnisse

Kubernetes

ML infra

GPU workloads

Model serving

Deployment pipelines

Monitoring troubleshooting

Performance tuning

Tools

AWS EKS

NVIDIA Triton

Jobbeschreibung

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