Software Engineer, Agent Performance Modeling - New College Grad 2026

Responsibilities

• 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.
• What we need to see
• Recently completed a MS in Computer Science or a related field, or equivalent experience.
• Familiarity with modern LLM architectures and their inference characteristics.
• Experience with simulation, profiling, or performance modeling, including roofline analysis for LLM inference.
• Strong analytical skills and a rigorous approach to experimentation and validation.
• Experience building reliable engineering tools using coding agents.
• Ways to stand out from the crowd

Languages