Principal Staff Post-Silicon Performance Engineer (Technical Lead)
Core
Shape post-silicon performance characterization and optimization for AMD Data Center products across single-node, multi-node, and rack-scale deployments.
Role type
Principal Staff Post-Silicon Performance Engineer (Technical Lead)
Builds
AMD Data Center products (HPC and ML workloads)
Domain
Semiconductor / High-Performance Computing / Machine Learning
Deliverable
production ML models
Required skills
Computer architecture, GPU system organization, HPC and ML workloads, scaling behavior, collective communications, performance bottlenecks, root-cause analysis, technical leadership, Python, C/C++, shell scripting
Preferred skills
ML frameworks (TensorFlow, PyTorch), high-speed I/O (PCIe), performance tooling and automation
Technologies
XGMI, Infinity Fabric, Python, TensorFlow, PyTorch, C/C++
Responsibilities
Define and lead performance-characterization strategies, establish scalable workload-execution frameworks, influence product power/thermal/performance definition, lead development of characterization test plans, drive performance attainment across scale-up/scale-out configurations, analyze power/thermal/performance interactions, identify architectural/system-level bottlenecks, lead prototyping and experimentation, drive complex root-cause investigations, mentor engineers
Seniority
Principal Staff, Technical Lead
