AI Compute Domain Architect - GPU/HPC Infrastructure Lead

Northbridge It Recruitment; City of Melbourne; Presencial; AUD 180 000 - 240 000; Tempo integral

Resumo da oferta

Northbridge It Recruitment seeks a Domain Architect – AI Compute to lead hands-on AI compute infrastructure across GPU-rich environments. You will own the compute layer in complex AI deployments, spanning architecture, provisioning, automation and Day 2 operations for enterprise clients.

You will work with NVIDIA GPU HPC stacks, Slurm/Run/Kueue, and InfiniBand, delivering scalable GPU solutions and technical leadership in a fast-paced, market-leading AI infrastructure team.

Qualificações

• Hands-on architecture and delivery role with strong NVIDIA GPU, HPC and Linux expertise.
• Design and deliver GPU compute environments at scale across enterprise AI workloads.
• Lead provisioning and automation for high-performance compute clusters.
• Provide technical leadership to clients, including scoping and pre-sales activities.

Responsabilidades

• Design and deliver NVIDIA SuperPOD, BasePOD, NVL72, HGX, MGX and Cisco AI Factory environments.
• Lead bare-metal GPU cluster provisioning using NVIDIA BCM and Zero Touch Provisioning.
• Configure and optimise Slurm, NVIDIA Run, Kueue and Volcano.
• Implement GPU monitoring with NVIDIA DCGM and validate performance using NCCL, HPCG and HPL.
• Optimize Linux environments for AI/HPC workloads and perform kernel/driver tuning.
• Develop infrastructure automation using Python and Ansible.
• Integrate compute environments with InfiniBand/RoCEv2, storage and enterprise platforms.
• Provide technical leadership to clients and support solution design and pre-sales.

Ferramentas

NVIDIA GPU

NVIDIA Base Command Manager

BCM

Slurm

NVIDIA DCGM

Kubernetes/OpenShift

InfiniBand/RoCEv2

CUDA

cuDNN

NCCL

Python

Ansible

Linux (Ubuntu/RHEL)

HPC

GPU/AI infrastructure

Descrição da oferta de emprego

Northbridge It Recruitment seeks a Domain Architect – AI Compute to lead hands-on AI compute infrastructure across GPU-rich environments. You will own the compute layer in complex AI deployments, spanning architecture, provisioning, automation and Day 2 operations for enterprise clients.

You will work with NVIDIA GPU HPC stacks, Slurm/Run/Kueue, and InfiniBand, delivering scalable GPU solutions and technical leadership in a fast-paced, market-leading AI infrastructure team.