Expoint - all jobs in one place

The point where experts and best companies meet

Limitless High-tech career opportunities - Expoint

Nvidia Senior Deep Learning Performance Architect 
United States, Texas 
966749318

24.06.2024

NVIDIA is looking for outstanding Performance Analysis Architects with a background in performance modeling, deep learning, architecture simulation, profiling, and analysis to help analyze and develop the next generation of architectures that accelerate AI and high-performance computing applications.

What you’ll be doing:

  • Develop innovative architectures to extend the state of the art in deep learning performance and efficiency

  • Analyze performance, cost and power trade-offs by developing analytical models, simulators and test suites

  • Understand and analyze the interplay of hardware and software architectures on future algorithms, programming models and applications

  • Develop, analyze, and harness groundbreaking Deep Learning frameworks, libraries, and compilers

  • Actively collaborate with software, product and research teams to guide the direction of deep learning HW and SW

What we need to see:

  • MS or PhD in Computer Science, Computer Engineering, Electrical Engineering or equivalent experience

  • 6+ years of meaningful work experience

  • Strong background in GPU or Deep Learning ASIC architecture for training and/or inference

  • Experience with performance modeling, architecture simulation, profiling, and analysis

  • Solid foundation in machine learning and deep learning

  • Strong programming skills in Python, C, C++

Ways to stand out from the crowd:

  • Background with deep neural network training, inference and optimization in leading frameworks (e.g. Pytorch, JAX, Tensorflow, TensorRT)

  • Experience with relevant libraries, compilers, and languages - CUDNN, CUBLAS, CUTLASS, MLIR, Triton, CUDA, OpenCL

  • Experience with the architecture of or workload analysis on other DL accelerators

You will also be eligible for equity and .