Hardware Architecture Modeling Engineer, TPU

Job Category: Engineer
Job Type: Full Time
Job Location: United States
Company Name: Google

We are looking for a Hardware Architecture Modeling Engineer to join our team

Minimum qualifications:

  • Bachelor’s degree in Electrical Engineering, Computer Engineering, Computer Science, a related field, or equivalent practical experience.
  • 3 years of experience in computer architecture performance analysis, or a PhD degree in lieu of industry experience.
  • Experience in developing software systems in C++.

Preferred qualifications:

  • Experience in applying computer architecture principles to solve open-ended problems.
  • Experience in analyzing workload performance and creating benchmarks.
  • Experience in hardware and software co-design.
  • Experience developing in Python.
  • Knowledge of design of digital logic at the Register Transfer Level (RTL) using Verilog.
  • Knowledge of processor design or accelerator designs and mapping Machine Learning (ML) models to hardware architectures.

Responsibilities

  • Work on Machine Learning (ML) workload characterization and benchmarking.
  • Conduct performance and power analyses and quantitatively evaluate proposals.
  • Develop architectural and microarchitectural models to enable quantitative analysis.
  • Collaborate with partners in hardware design, software, compiler, Machine Learning (ML) model and research teams for effective hardware/software codesign.
  • Propose capabilities and next-generation TPUs and chip roadmap.

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