Senior Solutions Architect, Generative AI

NVIDIA NVIDIA · Semiconductors · Santa Clara, CA +1 · Remote

Senior Solutions Architect role focused on customer engagements, improving AI workload performance, and developing proof-of-concepts for Generative AI solutions (LLMs, recommenders) using NVIDIA software and technologies. Requires strong coding, GPU optimization, and communication skills.

What you'd actually do

  1. Collaborating closely with customers to improve their workload performance and reduce infrastructure costs.
  2. Leading and developing proof-of-concepts for AI solutions applied to the Consumer Internet industry, including areas like LLMs and recommenders, and building collateral (notebook/code) as needed.
  3. Developing and debugging software for NVIDIA and open-source AI frameworks and libraries.
  4. Partnering with NVIDIA’s software engineering, product, and sales teams to secure design wins and drive the development of innovative solutions based on customer feedback.

Skills

Required

  • Python
  • C++
  • AI software libraries
  • GPUs
  • model training performance optimization
  • inference performance optimization
  • GPU kernels for deep learning
  • GEMM
  • attention kernels
  • communication skills
  • GitHub
  • documentation
  • presentations

Nice to have

  • PyTorch
  • JAX
  • CUDA
  • CUTLASS
  • cuDNN
  • NCCL
  • enterprise developers
  • customer-facing skills
  • MLOps technologies
  • containers
  • Kubernetes
  • data center deployments
  • large-scale production data pipelines
  • AI model training
  • AI model deployment
  • creative problem-solving

What the JD emphasized

  • proven track record coding in Python and/or C++ with popular AI software libraries and GPUs
  • Experience with profiling and optimizing model training/inference performance on GPUs
  • Experience developing and optimizing GPU kernels for deep learning, with a focus on GEMM and attention kernels

Other signals

  • customer facing
  • performance optimization
  • GPU kernels
  • AI frameworks