Software Optimization Engineer for AI Computing Architectures

1 day ago


Edinburgh, Edinburgh, United Kingdom AI Square Corp Full time
Position at The University of Edinburgh, United Kingdom

The project focuses on exploring software optimization techniques to enhance the efficiency of Large Language Models (LLMs) training. With a specific emphasis on Transformers, we aim to target various unconventional hardware architectures and computing domains (Binary, Analog, Bitstream). Our goal is to develop Python-based libraries for training and inference that are compatible with these domains. These libraries will be integrated with PyTorch and/or TensorFlow to facilitate modelling and quantization-aware training for different AI hardware architectures.

  • Strong programming skills using Python (required).
  • Proficiency in ML/AI modelling using PyTorch or TensorFlow (required).
  • Basic knowledge of computer architecture.

Estimated salary: £30,000 - £40,000 per annum. Benefits include access to cutting-edge research facilities, opportunities for collaboration and knowledge-sharing, and professional development support.



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