ML Hardware Architect

2 weeks ago


San Jose, California, United States IntelliPro Group Inc. Full time
Job Title: ML Hardware Architect

We are seeking a highly skilled ML Hardware Architect to contribute to architectural innovations for ML silicon products.

Responsibilities:
  • Develop and maintain qualitative and quantitative evaluation methodologies for power, performance, and cost of prospective silicon products.
  • Collaborate with microarchitectural design, verification, physical design, and hardware systems design engineers to understand constraints and trade-offs.
  • Work with system and ML application software engineers to optimize across the hardware/software boundary.
Requirements:
  • Master's or Ph.D. degree in computer architecture or equivalent experience.
  • Deep understanding of processor microarchitecture.
  • Experience with SystemC, Python, C/C++, and performance simulation frameworks.
  • Strong communication skills.
Preferred Qualifications:
  • Familiarity with deep learning models, particularly transformer architectures and their workload characteristics.
  • Knowledge of the RISC-V instruction set architecture.
  • Proven track record of silicon tape-outs with in-house processor core designs or in-house accelerator designs in industry or academia.
  • Knowledge of ML trends and experience in outreach to ML researchers and application developers.
About Us:

IntelliPro Group Inc. is a global leader in talent acquisition and HR solutions. Our commitment to delivering unparalleled service to clients, fostering employee growth, and building enduring partnerships sets us apart.

We are an Equal Opportunity Employer and value diversity and inclusivity in our hiring processes.



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