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Performance Modeling Engineer

Backend Developer • Remote • Full-time • 📍 San Francisco

OpenAI's Hardware organization develops system and infrastructure solutions for advanced AI workloads. The Performance Modeling Engineer builds and applies modeling tools that evaluate AI system performance and inform architectural decisions. Based in San Francisco, CA, with a hybrid schedule (3 days/week in office) and relocation assistance.

Stack

Responsibilities

  • Develop and maintain performance modeling tools and frameworks
  • Build models to evaluate system behavior across compute, memory, and interconnect subsystems, as well as distributed system scaling and bottlenecks
  • Run simulations and analytical models to support architectural tradeoff analysis
  • Collaborate with the performance modeling lead and system architects to answer forward-looking design questions
  • Analyze and interpret modeling outputs, translating results into actionable insights
  • Validate models against real system measurements and workload behavior
  • Contribute to improving modeling fidelity, usability, and scalability

Requirements

  • Strong software engineering or modeling background (e.g., simulation, systems modeling, or performance analysis)
  • Familiarity with system architecture fundamentals (compute, memory, networking)
  • Experience with programming and building technical tools or frameworks
  • Ability to reason about performance bottlenecks and scaling behavior
  • Strong analytical skills and comfort working with quantitative models
  • Ability to collaborate across teams and learn new system domains quickly

Nice to have

  • Exposure to AI/ML workloads or distributed systems
  • Experience with simulation tools, performance modeling, or systems analysis
  • Familiarity with data center infrastructure or large-scale systems
  • Experience working with performance data, benchmarking, or profiling tools
  • Interest in system architecture and hardware/software co-design

Soft skills

Effective cross-team collaborationFast learner in new system domainsAnalytical thinking and rigorous reasoning

What we offer

  • Hybrid work model (3 days/week in office)
  • Relocation assistance

About the company

OpenAI is an AI research and deployment company dedicated to ensuring that general-purpose artificial intelligence benefits all of humanity.

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