Lead SRE - AI/ML GPU Infra

GMI Cloud, Inc; United States; Presencial; USD 140.000 - 190.000; Jornada completa

Descripción de la vacante

GMI Cloud is seeking a Site Reliability Engineer to join the Global Infrastructure team. This role is hands-on and critical to ensuring the stability, efficiency, and reliability of the large-scale high performance AI/ML clusters in our data center.

The ideal candidate will bring expertise in system-level troubleshooting, AI cluster maintenance, and operational excellence to ensure maximum performance for our infrastructure.

Formación

• Bachelor's degree in Computer Science or a related field.
• 3+ years in data center operations, infrastructure, or systems engineering.
• Proven experience in site reliability engineering and infrastructure automation (Ansible, Terraform).
• Familiarity with containers orchestration (Kubernetes, Nvidia GPU operator, etc.) and job scheduling (Slurm).
• Proficient in Linux administration and scripting (Python, Bash).
• Experience with logging/monitoring tools (Prometheus, Grafana, Loki).
• Knowledge of GPU architecture and AI/ML frameworks is a plus.
• Strong troubleshooting and collaboration skills.

Responsabilidades

• Design, implement and maintain scalable AI/ML infrastructure solutions.
• Proactively monitor GPU cluster health, performance and troubleshoot issues across compute, accelerator, and storage systems.
• Automate deployment, configuration and management of infrastructure resources.
• Manage GPU node lifecycle workflows, including provisioning, scaling, maintenance, decommissioning and upgrades of GPU nodes.
• Implement CI/CD pipelines for infrastructure deployment and orchestration.
• Ensure security, compliance and best practices across infrastructure.
• Manage incident response related to infrastructure resources (GPU, CPU, Storage, Network).
• Handle customer provisioning requests for GPU resources, onboarding, configuration and troubleshooting; resolve customer service requests related to GPU infrastructure, ensuring high customer satisfaction.
• Stay current with emerging GPU hardware and software technologies, integrating improvements as appropriate.
• Regional/international travel to GMI data center locations.

Conocimientos

Site Reliability

Infrastructure automation

Troubleshooting

Team collaboration

Educación

Bachelor's degree in Computer Science or related field

Herramientas

Ansible

Terraform

Kubernetes

NVIDIA GPU operator

NVIDIA Network operator

CNI

CSI

Slurm

Python

Bash

Prometheus

Grafana

Loki

CUDA

NCCL

Descripción del empleo

GMI Cloud is seeking a Site Reliability Engineer to join the Global Infrastructure team. This role is hands-on and critical to ensuring the stability, efficiency, and reliability of the large-scale high performance AI/ML clusters in our data center.

The ideal candidate will bring expertise in system-level troubleshooting, AI cluster maintenance, and operational excellence to ensure maximum performance for our infrastructure.