About This Opportunity
We are seeking a highly skilled professional to contribute to an exciting project focused on accelerating ternary neural networks using FPGA devices.
Your Key Responsibilities
* Deliver high-quality outcomes in a research project and ensure timely completion of milestones
* Collaborate with colleagues and postgraduates within the project team
* Prepare materials for publications in reputable journals and conferences
* Foster partnerships with industry leaders in the field of FPGA-based machine learning accelerators
About You
* Demonstrated expertise in FPGA design, machine learning or a related field
* Possession of a PhD (or near completion) in FPGA design, machine learning or a related field
* Experience in developing machine learning models using Python and PyTorch
* Expertise in two or more of the following technical areas: design of FPGA-based accelerators, high-level synthesis for FPGA design (HLS), quantisation of deep neural networks, large language models (LLMs)
Requirements
* Eligibility for unrestricted work rights in Australia for the duration of this employment