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Software Engineer, Performance Modeling, Dojo

2 months ago

Palo Alto, United States Tesla Full time
What to ExpectAs a member of the Dojo Machine Learning team, you will be responsible for developing and optimizing simulations of the architecture of a massively parallel machine for AI training. The ideal candidate will have a strong background in computer architecture, analytical and cycle-based simulation, and AI workloads, with a passion for delivering high-performance simulations that accurately model complex systems. 
What You’ll Do
  • Develop and validate simulations of the architecture of a massively parallel machine for AI training, including system architecture, core architecture, memory hierarchy, and interconnects 
  • Collaborate with architects and engineers to understand the requirements of the simulation and ensure that it accurately models the behavior of the system 
  • Develop and maintain software frameworks and tools to support simulation development, testing, and deployment 
  • Work closely with the team to ensure seamless integration of simulations with other components of the system 
  • Participate in code reviews, testing, and debugging to ensure high-quality software 
  • Stay up-to-date with the latest developments in AI workloads, computer architecture, and simulation techniques 
What You’ll Bring
  • Degree in Engineering, Computer Science, or equivalent in experience and evidence of exceptional ability  
  • 3+ years of experience in simulation development, computer architecture, and AI workloads 
  • Experience with analytical and cycle-based simulation techniques, including modeling of complex systems and validation of simulation results 
  • Strong programming skills in languages such as C++ and Python 
  • Experience with deep learning frameworks such as PyTorch and JAX  
  • Strong understanding of CPU and/or GPU microarchitecture, including pipelining, caching, and memory hierarchy 
  • Excellent problem-solving skills, with the ability to analyze complex problems and develop creative solutions 
  • Strong communication and collaboration skills, with the ability to work effectively with Architects, Engineers, and Researchers 
  • Able to work from Palo Alto office