Field Application Engineer - AI
Core
Field Application Engineer supporting customers and partners to enable AI workloads on AMD Instinct GPUs, conducting performance investigations, and delivering technical documentation and training.
Role type
Senior IC Field Application Engineer (AI/HPC)
Builds
AI performance documentation, Proof of Concepts (POCs), and technical training materials for AMD Instinct GPUs
Domain
Semiconductor / High-Performance Computing (HPC) / Artificial Intelligence
Deliverable
production ML models
Required skills
AI training and inference workload execution, GPU performance tuning, technical presentation and training delivery, RFP support, cross-functional engineering collaboration, Total Cost of Ownership modeling, issue resolution and JIRA management
Preferred skills
Experience with PyTorch, TensorFlow, JAX, MLPerf, Hugging Face, Kubernetes, OpenStack, OpenShift, Linux administration, system-level hardware design understanding, software stack impact analysis (compilers, libraries), deep neural network design, assembly inspection, memory/cache hierarchy knowledge
Technologies
AMD Instinct GPUs, EYC CPUs, PyTorch, TensorFlow, JAX, MLPerf, Hugging Face, Kubernetes, OpenStack, OpenShift, HIP, CUDA, Python, C/C++, Fortran, OpenACC, OpenMP
Responsibilities
Support customers and partners in executing AI workloads on AMD hardware; Conduct engineering investigations into training and inference performance; Create technical documentation and whitepapers; Deliver presentations and training sessions; Collaborate with internal engineering teams to resolve customer issues and gather requirements; Assist in creating Total Cost of Ownership models for pricing
Seniority
Senior, hands-on IC with customer-facing responsibilities
