Senior Deep Learning Software Engineer, DLSim
NVIDIA, US, CA, Santa Clara +2
About the job
The DL Performance Modeling Team’s core mission is to deliver full stack simulation infrastructure for deep learning applications across a spectrum of GPUs. We actively collaborate with architecture, software, product, and research teams to shape and refine the strategic roadmap of DL hardware and software
We are now looking for a Deep Learning Software Engineer to help develop simulation infrastructure. The software rapidly assesses new AI-accelerating GPU hardware and software advancements.
What you’ll be doing
- Develop simulation backends that enable fast, scalable evaluation of AI workloads across NVIDIA compiler stacks.
- Improve deep learning compiler kernel code generation and computational graph optimization using analysis based on modeled scenarios and performance insight.
- Advance the modeling and optimization of datacenter-scale AI workloads and deployment scenarios.
- Partner with architects and software teams to evaluate future GPU features and guide silicon and system-level design decisions.