Software Optimization Engineer for AI Computing Architectures
1 day ago
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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AI Computing Architectures Researcher
6 days ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timeJob Title: AI Computing Architectures ResearcherThe position is based at The University of Edinburgh, United Kingdom. As a PhD Student in Software Modelling and AI, you will explore the benefits of software optimization techniques for modelling and training Large Language Models (LLMs) on unconventional hardware architectures.The project targets developing...
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AI Computing Architecture Modeller
3 days ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePhD Position in Software Optimisation for AI ComputingThis PhD position focuses on developing software optimisation techniques to improve the performance of Large Language Models (LLMs) on unconventional hardware architectures and computing domains (Binary, Analog, Bitstream). By leveraging Python-based libraries for training and inference, we aim to...
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Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timeAbout the RoleWe are seeking an exceptional PhD Student in Software Modelling and AI to join our team at The University of Edinburgh. As a researcher in AI Computing Architectures, you will contribute to the development of innovative software solutions for Large Language Models (LLMs) on unconventional hardware architectures.Your primary responsibilities...
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Data Scientist for AI Architecture
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PhD Student in Software Modelling and AI
6 days ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timeJob OverviewWe invite applications for a PhD Student position in Software Modelling and AI at The University of Edinburgh. This exciting opportunity is part of a research project focused on optimizing Large Language Models (LLMs) for execution on non-traditional hardware architectures.You will collaborate with our expert team to design and implement novel...
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Quantum Computing Researcher
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Computing and Informatics PhD Scholar
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In-Memory Computing Researcher
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Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timeAbout the Role:This PhD position is part of a larger project that aims to explore the potential of In-Memory Computing (IMC) to address the performance bottlenecks of AI hardware.The ideal candidate will have a strong background in computer science, mathematics, or a related field, and experience in developing and testing computational models. Previous...
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PhD Position in Quantum Software Lab
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Computer Science Research Expert
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Senior Data Engineer Role
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Performance Optimization Expert
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