Senior Software Engineer, Agent Performance Modeling
NVIDIA, US, CA, Santa Clara
About the job
Today, NVIDIA is tapping into the unlimited potential of AI to define the next era of computing, an era in which our GPUs act as the brains of computers, robots, and self-driving cars that can understand the world. Doing what's never been done before takes vision, innovation, and the world's best talent. As an NVIDIAN, you'll be immersed in a diverse, encouraging environment where everyone is inspired to do their best work.
As LLM architectures and inference workloads evolve, understanding how they map to hardware is critical to designing efficient AI systems. Our team combines simulation and agentic engineering to understand emerging architectures and inform hardware and software decisions.
What you'll be doing
- Building and validating performance models for LLM architectures across GPU, LPU, and heterogeneous systems.
- Developing agents to automate simulation workflows, analyze bottlenecks, and accelerate design space exploration.
- Collaborating with hardware architecture, inference, runtime, and compiler teams to improve modeling accuracy and guide optimization.