Computing System Modeling Engineer (AI data center)
Core
Lead architecture exploration and performance analysis for next-generation AI server systems to define optimal solutions for AI workloads.
Role type
System modeling engineer (AI data center)
Builds
Next-generation AI server systems
Domain
AI infrastructure / High-performance computing
Deliverable
production ML models
Required skills
Architecture exploration, Performance analysis, System-level modeling, Simulation, Workload characterization
Preferred skills
Quantitative analysis, Bottleneck identification
Technologies
AI accelerators, Memory systems, Interconnect topologies
Responsibilities
Lead architecture exploration and performance analysis for next-generation AI server systems, Perform in-depth analysis of key AI workloads such as Large Language Models, Develop and maintain system-level performance models to simulate various combinations of AI accelerators and memory systems, Collaborate with system architects to deliver quantitative analysis reports based on simulation data
