HPC Systems Engineer - AI Workloads

Advanced Micro Devices, Inc.
San Jose, CA, United States
4 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours

Tech stack

Artificial Intelligence Systems Engineering Bash Shell Ubuntu (Operating System) Computer Clusters Information Systems Computer Engineering Data as a Services Distributed Systems Python (Programming Language) Kernel-Based Virtual Machine Systems Development Life Cycle
+16 more
Ansible Prometheus Azure Machine Learning Web Services AI Infrastructure Graphics Processing Unit (GPU) High Performance Computing Saltstack Large Language Models Grafana Backend AI Platforms Kubernetes Information Technology Slurm Terraform

Job description

We are seeking an AI Systems Engineer to join our AMD IT compute platforms engineering team. The AI Systems Engineer is responsible for the design, development, and administration of High-Performance Computing (HPC) infrastructure, GPU clusters, and AI workload schedulers., * Develop, implement, and maintain GPU-based clusters, ensuring optimal performance

  • Administer ML/AI platforms - Distributed ML services, LLMs and AI inferencing, by managing deployments, resource allocation, monitoring, and security.
  • Automate system provisioning and Cluster management end to end
  • Collaborate with cross-functional teams to address AI infrastructure requirements, support AI-related projects, and provide technical expertise.
  • Monitor and evaluate the performance of AI systems and clusters, ensuring that they adhere to industry best practices and meet company standards.
  • Use AI/ML to continuously improve internal processes and tools that are used in end-to-end delivery of your services in this team, AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMD’s ā€œResponsible AI Policyā€ is available here.

Requirements

Systems Engineering, Artificial Intelligence (AI), Healthcare, Artificial Intelligence (AI), Information Technology & Information Systems, Systems Engineering, Computer Systems, GPU (Graphics Processing Unit), Distributed Computing, Scalable System Development, You have a passion for learning. You are passionate about the field of large-scale distributed computing in AI and HPC workloads. You take responsibility for end-to-end outcomes of your efforts. You want to build scalable and highly performant HPC/AI/Data services with AMD hardware, software, people and processes. You have a curiosity to learn and improve scalable HPC systems. You have significant experience in working across a globally distributed organization., * Experience in developing Python based AI apps and UI

  • HPC infrastructure engineering for AI/HPC domain
  • SLURM and Kubernetes management
  • Managing GPU clusters optimizing GPU-based services/tools/software
  • Experience in creating web services with HPC backend (like AI)
  • Proficiency in RoCEv2, K8s, KVM, Ubuntu, Python, Shell, GPU drivers, and Cluster interconnect with 400G networking.
  • Demonstrated experience with AI workload schedulers and allocation optimization.
  • Automation/monitoring tool - Ansible / Saltstack, Terraform, Prometheus, Grafana
  • Strong organizational, problem-solving, and troubleshooting skills, with the ability to manage multiple projects simultaneously.
  • Excellent verbal and written communication skills, with the ability to collaborate effectively with team members and stakeholders at all levels of the organization.

EDUCATION: Bachelor’s or master’s degree in computer science or computer engineering preferred.

About the company

At AMD, we believe technology has the power to solve the world’s most important challenges. From advancing healthcare and scientific discovery to powering AI and the technologies people rely on every day, innovation at AMD is shaping the future.

Whether you’re designing next-gen processors, enabling AI breakthroughs, or bringing leading edge products to market, every role at AMD contributes to something bigger - technology that moves the world forward. Join us and, together, we’ll advance your career.

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