AI Cluster Test Automation Engineer

Advanced Micro Devices, Inc•Santa Clara, CA

4h•Hybrid

About The Position

AMD is looking for an AI solutions validation Engineer who is passionate about complex AI solutions, AI infrastructure, building cluster scale automation for distributed training and inference workloads, MLOps. You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology.

Requirements

Languages: Python, C, C++, Linux Shell scripting.
Frameworks/Libraries: TensorFlow, PyTorch, ONNXRT
Tools: Prior experience with Linux, Docker, Kubernetes,SLURM, LLVM compilers
Good experience with complex computer systems used in AI, HPC deployments, backend network designs in RDMA clusters
Experience in validating complex AI infrastructure - GPUs, networking, ROCEv2, UEC, running benchmark tests like IBPerf benchmarking, RCCL/NCCL.
Experience with performance profiling of CPUs, GPUs and debugging complex compute, network, storage problems.
Experience with running training of LLMs, MoE models, Image Generation, recommendations models with different frameworks like PyTorch, Tensorflow, Megatron-LM, JAX. Running training performance benchmarks.
Experience with running inference workloads in AI clusters with different inference frameworks like vLLM, SGLang. Running performance benchmarks for inference.
Bachelor's Degree or higher in Computer Science or related quantitative field.

Nice To Haves

Desired Skills: Understanding of High-Performance Computing application, Machine learning and GPU Programming, MPI Parallel Programming, Enabling various ML//Inference models
An advanced degree or equivalent practical work experience is a plus.

Responsibilities

Work with AMD’s architecture specialists to validate AI solutions for distributed training and inference workloads with AMD's ROCM software
Build cluster scale automation for distributed training and inference workloads
Reproduce field defects and develop appropriate tests to prevent future issues.
Design, develop and deploy testing tools and automation libraries necessary to perform testing.
Lead the adoption of tooling and industry best practices by means of advocacy and outreach to help our development communities level up.
Other duties as assigned