Appxpertise Inc
AI Infrastructure Engineer
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Job Description
Role: AI Infrastructure Engineer
Location: Remote Role
Duration: 6-12 Months
Interview: MS Teams
About the Role
We're looking for a hybrid AI Infrastructure Engineer to help stand up and operate a new GPU compute cluster — including hands-on work managing an 18 HGX-enabled worker node cluster with 144 GPUs, built on NVIDIA InfiniBand and Ethernet switching. This role spans the physical/network fabric layer, broader network operations, and the platform/orchestration layer, making it a good fit for someone who wants ownership from the switch port up through the workload scheduler.
What you'll be doing
*Fabric & Networking*
· Help manage and operate the InfiniBand XDR / Quantum-3400 rail-aligned fabric topology supporting the 18-node, 144-GPU HGX cluster
· Administer UFM and NetQ for subnet management, telemetry, and firmware across the fabric
· Support 800G optics, diagnose and resolve link-flap issues, and manage congestion isolation
· Run NCCL / HPL validation and performance regression testing to confirm cluster health and throughput after changes
· Operate Cumulus SN5600 and Arista border switching for the Ethernet side of the fabric
*Network Operations*
· Drive operational improvements in change management and daily operations
· Manage and operate large-scale IP network technologies and infrastructure
· Work with peering and datacenter interconnect technologies: PNI, Transit, Exchange, Passive DWDM, Wave circuits
· Monitor and support network health across on-premises and cloud infrastructure
· Document best practices and build workflow enhancements
*Platform & Workload Enablement*
· Manage NVAIE and GPU Operator lifecycle, including driver/firmware compatibility matrices across the cluster
· Administer Run:ai for quotas, project structure, and tenant onboarding as teams ramp onto the new nodes
· Configure and support Slurm on carved-out worker node pools for scheduled batch workloads
· Ma
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