Performance Modeling Engineer

GW485
  • $200,000-$350,000
  • Santa Clara, CA
  • Permanent

About the job


Sr/Principal Software Engineer – Simulator Developer

Location: Santa Clara, CA | Onsite


A VC-backed, stealth-mode startup is building rack-level AI inference systems. The company’s differentiated SoC enables system-level innovations designed to maximize efficiency for data center-scale inference serving. The team is seeking highly skilled and motivated engineers to help build hardware and develop or extend open-source software to serve leading-edge models with extreme efficiency.


What You'll Do:


Lead or contribute as a member of a small team, depending on experience, developing performance and/or functional models that guide architecture decisions and accelerate hardware-software co-design in a fast-moving startup environment.


Responsibilities


  • Design, implement, and maintain processor simulators, including performance and/or functional models
  • Model microarchitectural components such as pipelines, memory hierarchy, interconnects, and accelerators
  • Generate and curate traces to support targeted performance analysis goals
  • Analyze simulation results to inform architecture tradeoffs and optimizations
  • Collaborate closely with architecture, hardware, and compiler teams
  • Own critical simulation infrastructure from concept through production use


Experience


  • 5+ years of software engineering experience, ideally in systems, architecture, or EDA domains
  • Strong C/C++ and Python skills with experience in large, complex codebases
  • Experience with processor simulators, architectural modeling, or performance analysis, especially from-scratch simulator development
  • Solid understanding of computer architecture and microarchitecture
  • Ability to work independently and make technical decisions in an early-stage startup environment


Nice to Have


  • Experience with AI/ML accelerators, GPUs, or heterogeneous systems
  • Familiarity with simulators such as gem5, gem5-SALAM, or proprietary modeling tools
  • Background in hardware-software co-design or compilers


Kelly Dougherty Researcher

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