Accelerator Design Expert for AI Hardware

2 days ago

Sydney, New South Wales, Australia beBeeMachineLearning Full time $89,831 - $121,054
Job Opportunity: AI Hardware Acceleration ExpertiseResearcher Position in FPGA-based AI Hardware AccelerationThis role is focused on accelerating ternary neural networks using cutting-edge FPGA devices. As a researcher, you will contribute to an exciting project and collaborate with leading experts worldwide.About the Project:
  • Contribute to the development of novel FPGA-based accelerators for machine learning applications.
  • Collaborate with a multidisciplinary team of researchers and industry partners.
  • Prepare materials for publications in top-tier conferences and journals.
  • Deliver outcomes that meet project milestones and ensure timely completion.
Requirements:
  • Strong experience in FPGA design, machine learning, or related fields.
  • Expertise in two or more technical areas including FPGA-based accelerator design, high-level synthesis (HLS), quantisation of deep neural networks, and large language models.
  • Proficiency in Python and PyTorch for developing machine learning models.
  • Strong analytical and problem-solving skills.
Benefits:
  • Access to state-of-the-art equipment and facilities.
  • Opportunity to work with leading researchers and industry partners.
Why This Role?
  • Be part of a pioneering project that shapes the future of AI hardware acceleration.
  • Develop your expertise in FPGA-based machine learning accelerators.

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