NVIDIA

Technology

SeniorArchitect,GPUProfilingSystem

$184–357k Santa Clara, California, United States FULL TIME
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Senior candidates.

The Brief

“Senior Architect, GPU Profiling System at NVIDIA. Skills: GPU profiling, Hardware architecture, Performance analysis. Architect profiling features. Plan profiling features”

What You'll Achieve.

Provide meaningful insights; Provide accessible insights

Industry & Context.

Technology
Problems you'll solve

Performance optimization

What They're Looking For.

Must Have

Masters or PhD, 3+ years experience, C++ programming skills, Python programming skills, Computer architecture foundation, Hardware performance analysis foundation, Performance modeling experience, Hardware simulation experience

Nice to Have

SystemC experience, Expertise in parallel algorithms, GPU optimization expertise, CPU or GPU profiling tools user, CPU or GPU profiling tools developer, AI applications background, High-performance computing applications background, Debugging large codebases experience, Contributing to large codebases experience

What You'll Do.

Architect profiling features

Plan profiling features

Build functional models

Build performance models

Refine hardware designs

Verify hardware designs

Contribute to implementation

Improve understanding of AI workloads

Improve understanding of GPU architecture

Improve understanding of profiling software stack

How You'll Work.

Team & Collaboration

Distributed interdisciplinary team; Software teams; Hardware teams; Verification teams

Communication Scope

Communication skills

Full Job Description

NVIDIA’s GPU Architecture Group is looking for architects to contribute to the design of our proprietary profiler subsystem, the apparatus embedded in every GPU that enables our profiling and monitoring tools to capture data and provide feedback for performance optimization. As a member of our team, you will need to combine skills in hardware modeling and verification with a deep understanding of GPU architecture, operating systems, and application performance analysis to innovate new methods of hardware profiling that yield more meaningful and accessible performance insights. You will have a tangible impact at a fast-paced company that is spearheading the AI revolution. Join our technically diverse team of GPU architects, software engineers and deep learning experts to push the boundaries of AI performance! **What you’ll be doing:** * Architect and plan features in concert with software, hardware, and verification teams working across the globe to implement next generation GPU profiling features. * Build functional and performance models to refine and verify hardware designs. * Create test plans to validate the features you design and contribute to their implementation. * Constantly develop your skills for practical innovation by improving your understanding of the AI workloads, the GPU architecture, and the profiling software stack. **What we need to see:** * Masters, or PhD in relevant field (Eg: Computer Science, Computer Engineering or Electrical Engineering) or equivalent experience. * 3+ years of relevant computer architecture, ASIC design/verification, or software development experience. * Strong programming skills in C++ (or similar) and Python (or similar). * Solid foundation in computer architecture and hardware performance analysis. * Experience with performance modeling and hardware simulation, ideally using SystemC. * Strong communication and interpersonal skills including the ability to work with a distributed interdisciplinary team. **Ways to stand o

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