NVIDIA
Technology
SeniorAIArchitect,FoundationModelsandSoCCoDesign
“Senior AI Architect, Foundation Models and SoC Co-Design at NVIDIA. Skills: Foundation Models, SoC Co-Design, Autonomous Vehicles, AI Architecture. Research emerging AI model architectures. Drive hardware-software co-design”
Industry & Context.
Performance profiling; Systems bottleneck analysis; Workload characterization
What They're Looking For.
Must Have
MS, PhD, or equivalent experience, 12+ years of experience in AI/ML systems, Deep expertise in modern AI architectures, Experience mapping AI workloads, Solid understanding of distributed training systems, Experience with model optimization methods, Understanding of performance profiling
Nice to Have
Experience with autonomous vehicle stacks, Deep familiarity with NVIDIA platforms, Experience influencing silicon architecture, Expertise in sophisticated AI efficiency techniques, Understanding of multimodal fusion
What You'll Do.
Research emerging AI model architectures
Drive hardware-software co-design
Develop architectural insights
Influence silicon design decisions
Prototype emerging model paradigms
Evaluate model paradigms
Partner with AI research teams
Partner with AV software teams
Partner with compiler teams
Partner with runtime teams
Partner with hardware architecture teams
Define benchmarking methodologies
Define evaluation metrics
How You'll Work.
Team & Collaboration
AI researchers; Silicon architects; AV platform teams; AI research; Autonomous driving software; Compiler teams; Runtime teams; Hardware architecture teams
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