AMD · 11 hours ago
Senior GPU Kubernetes Engineer
AMD is a company focused on building products that accelerate next-generation computing experiences, from AI to gaming. They are seeking a Senior GPU Kubernetes Engineer to lead GPU operator development and optimize AI workloads in various environments.
AI InfrastructureArtificial Intelligence (AI)Cloud ComputingComputerEmbedded SystemsGPUHardwareSemiconductor
Responsibilities
Lead GPU Operator development; implement topology-aware scheduling policies; optimize NUMA placement, PCIe locality, and memory bandwidth; and ensure robust integration with AMD’s ROCm drivers and runtimes
Design autoscaling logic for GPU-heavy inference and fine-tuning workloads, build monitoring and telemetry instrumentation, strengthen workload reliability, and develop scalable Helm charts and automation workflows
Collaborate closely with ROCm, platform, performance, and model teams to ensure end-to-end integration quality; troubleshoot across GPU runtimes, Kubernetes layers, and AI frameworks; influence AMD’s Kubernetes roadmap; and support deployment models across customer, partner, and ecosystem environments
Qualification
Required
Strong Kubernetes engineering expertise
Deep understanding of GPU resource management
Hands-on experience optimizing AI workloads in cloud and on-prem environments
Proven track record in problem-solving, collaboration, and technical execution
Preferred
Strong hands-on experience with Kubernetes GPU workloads, Operator/CRD development, scheduling plugins, and resource managers
Proficiency with Helm, Kustomize, Prometheus, Grafana, FluentD/FluentBit, and ArgoCD is valuable
Deep understanding of NUMA, GPU topology, affinity/anti-affinity rules, and multi-GPU inference strategies is essential
Familiarity with distributed inference frameworks such as vLLM, Triton, KServe, or Ray, along with experience deploying LLM workloads, is highly desirable
Knowledge of ROCm, AMD MI300/MI325 platforms, OpenShift, KubeVirt, or enterprise Kubernetes systems provides a strong advantage
Benefits
AMD benefits at a glance.
Company
AMD
Advanced Micro Devices is a semiconductor company that designs and develops graphics units, processors, and media solutions.
Funding
Current Stage
Public CompanyTotal Funding
unknownKey Investors
OpenAIDaniel Loeb
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