Senior Software Engineer, Agent Performance Modeling
Core
Building and validating performance models for LLM architectures across GPU, LPU, and heterogeneous systems, and developing agents to automate simulation workflows.
Role type
Senior IC software engineer (agent performance modeling)
Builds
Performance models and simulation agents for AI hardware/software design
Domain
AI hardware / LLM inference / High-performance computing
Deliverable
production ML models
Required skills
LLM architecture knowledge, simulation and profiling, performance modeling, roofline analysis, software engineering, coding agents
Preferred skills
Agent workflow automation, accelerator architecture knowledge, open-source contributions in agentic systems
Responsibilities
Building and validating performance models for LLM architectures; Developing agents to automate simulation workflows and analyze bottlenecks; Collaborating with hardware and compiler teams to improve modeling accuracy
