Senior Deep Learning Software Engineer, DLSim
Core
Develop full stack simulation infrastructure to rapidly assess AI-accelerating GPU hardware and software advancements.
Role type
Senior IC deep learning software engineer (compiler simulation)
Builds
Simulation backends for fast, scalable evaluation of AI workloads across NVIDIA compiler stacks
Domain
Semiconductor / Deep Learning Compiler Infrastructure
Deliverable
production ML models
Required skills
Compiler optimization, architectural simulation, MLIR, C/C++, Python, performance analysis, software design
Preferred skills
LLM inference workload design, custom accelerator optimization, compiler framework development
Technologies
MLIR, NVIDIA compiler stacks, C, C++, Python
Responsibilities
Develop simulation backends for AI workload evaluation; Improve deep learning compiler kernel code generation and computational graph optimization; Advance modeling of datacenter-scale AI workloads; Partner with architects to guide silicon and system-level design decisions
Seniority
Senior, hands-on IC