Postdoctoral Research Engineer in Advanced Computing

4 days ago

Penrith Municipality, Australia beBeeHardwareAccelerator Full time $112,718 - $136,180
Job Description:

Western Sydney University is seeking a talented Postdoctoral Research Fellow in Hardware Accelerators to join the dynamic team at the International Centre for Neuromorphic Systems. The successful candidate will contribute to research on FPGA-based neuromorphic reinforcement learning accelerators for energy-efficient autonomous systems.

This opportunity allows you to build your expertise while delivering measurable outputs on a forward-thinking research project.

The role involves designing and implementing prototype hardware modules, supporting experimental design, data collection, analysis, and performance benchmarking, contributing to high-quality publications, technical reports, and stakeholder briefings, engaging in multidisciplinary collaborations with researchers and industry partners, and assisting with student supervision and teaching.

Required Skills and Qualifications:
  • PhD (or submitted thesis) in Electrical Engineering, Computer Engineering, Embedded Systems, or a related field
  • Experience in FPGA-based, neuromorphic, or low-power AI hardware design, with applications in signal processing and reinforcement learning
  • Skilled in hardware programming (VHDL, Verilog, SystemVerilog) and embedded systems (C/C++, Python)
  • Worked with machine learning frameworks like TensorFlow or PyTorch to deploy optimised models on hardware
  • Research record includes peer-reviewed publications in relevant areas, and experience working in interdisciplinary teams
Benefits:

This is a full-time, fixed-term opportunity for 2 years based at Werrington South Campus.

Others:

You will have opportunities to collaborate with researchers and industry partners, and contribute to the development of new technologies.

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