AI Optimization and Modelling Expert

1 day ago


Edinburgh, Edinburgh, United Kingdom AI Square Corp Full time
PhD Researcher in AI Computing Architectures

We are looking for a talented and ambitious PhD researcher to contribute to our ongoing research project at the University of Edinburgh, UK. This project focuses on optimizing software for AI computing architectures, with an emphasis on Transformers and unconventional hardware platforms.

Salary Range: £35,000 - £45,000 per year.

About the Project:

The goal is to create Python-based libraries for efficient training and inference on non-traditional computing devices. These libraries will be integrated into popular deep learning frameworks like PyTorch and TensorFlow, enhancing their compatibility with various hardware configurations.

Main Objectives:
  • Design and implement optimized software solutions for AI computing architectures.
  • Investigate the benefits of applying software optimization techniques to LLM training.
  • Collaborate with the development teams to integrate the created libraries into existing frameworks.
Essential Skills:
  • Proficiency in Python programming.
  • Strong expertise in ML/AI modelling using PyTorch or TensorFlow.
  • Familiarity with computer architecture fundamentals.


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