AI Computing Architectures PhD Researcher
1 month ago
The goal of this project is to explore the potential benefits of employing software optimization techniques for modelling and training Large Language Models (LLMs), with a focus on Transformers, targeting various unconventional hardware architectures and computing domains (Binary, Analog, Bitstream).
Key Responsibilities:- Develop Python-based libraries for training and inference that are friendly to unconventional computing domains.
- Integrate these libraries with PyTorch and/or TensorFlow to facilitate modelling and quantization-aware training for different AI hardware architectures.
- Collaborate with the research team to develop and implement software optimization techniques for AI computing architectures.
- Excellent programming skills using Python.
- ML/AI modelling using PyTorch or TensorFlow.
- Basics of computer architecture.
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AI Computing Architectures PhD Researcher
2 months ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition at AI Square CorpPhD Student, Software Modelling/Optimization for AI Computing ArchitecturesWe are seeking a highly skilled PhD student to join our team at AI Square Corp, focusing on software modelling and optimization for AI computing architectures. The successful candidate will contribute to the development of Python-based libraries for training...
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AI Computing Architectures PhD Researcher
2 months ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition at AI Square CorpPhD Student, Software Modelling/Optimization for AI Computing ArchitecturesWe are seeking a highly skilled PhD student to join our team at AI Square Corp, focusing on software modelling and optimization for AI computing architectures. The successful candidate will contribute to the development of Python-based libraries for training...
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AI Computing Architectures PhD Researcher
1 month ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition at AI Square CorpWe are seeking a highly skilled PhD Student to join our team at AI Square Corp, working on Software Modelling/Optimization for AI Computing Architectures. The successful candidate will be part of a project exploring the potential benefits of employing software optimization techniques for modelling and training Large Language Models...
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AI Computing Architectures PhD Researcher
1 month ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition at AI Square CorpWe are seeking a highly skilled PhD Student to join our team at AI Square Corp, working on Software Modelling/Optimization for AI Computing Architectures. The successful candidate will be part of a project exploring the potential benefits of employing software optimization techniques for modelling and training Large Language Models...
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AI Computing Architectures PhD Researcher
2 weeks ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition at AI Square CorpWe are seeking a highly skilled PhD Student to join our team at AI Square Corp, focusing on Software Modelling and Optimization for AI Computing Architectures.The project aims to explore the potential benefits of employing software optimization techniques for modelling and training Large Language Models (LLMs), with a specific focus...
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PhD Researcher in In-Memory Computing for AI
4 weeks ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition @ AI Square CorpPhD Student, In-Memory Computing Architectures for AIThe project aims to explore the potential benefits of In-Memory Computing (IMC) in addressing the performance bottlenecks of AI hardware. IMC is proposed to bridge the Von-Neumann performance gap for AI applications with massive data workloads. The project targets exploring...
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PhD Researcher in In-Memory Computing for AI
4 weeks ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition @ AI Square CorpPhD Student, In-Memory Computing Architectures for AIThe project aims to explore the potential benefits of In-Memory Computing (IMC) in addressing the performance bottlenecks of AI hardware. IMC is proposed to bridge the Von-Neumann performance gap for AI applications with massive data workloads. The project targets exploring...
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PhD Researcher in In-Memory Computing for AI
3 weeks ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition @ AI Square CorpPhD Student, In-Memory Computing Architectures for AIThe project aims to explore the potential benefits of In-Memory Computing (IMC) in addressing the performance bottlenecks of AI hardware. IMC is proposed to bridge the Von-Neumann performance gap for AI applications with massive data workloads. The project targets exploring...
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PhD Researcher in In-Memory Computing for AI
3 weeks ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition @ AI Square CorpPhD Student, In-Memory Computing Architectures for AIThe project aims to explore the potential benefits of In-Memory Computing (IMC) in addressing the performance bottlenecks of AI hardware. IMC is proposed to bridge the Von-Neumann performance gap for AI applications with massive data workloads. The project targets exploring...
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AI Computing Architectures PhD Researcher
3 weeks ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition at AI Square CorpThe goal of this project is to explore the potential benefits of employing software optimization techniques for modelling and training Large Language Models (LLMs), with a specific focus on Transformers, targeting various unconventional hardware architectures and computing domains (Binary, Analog, Bitstream).Key...
-
AI Computing Architectures PhD Researcher
3 weeks ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition at AI Square CorpThe goal of this project is to explore the potential benefits of employing software optimization techniques for modelling and training Large Language Models (LLMs), with a specific focus on Transformers, targeting various unconventional hardware architectures and computing domains (Binary, Analog, Bitstream).Key...
-
PhD Researcher in In-Memory Computing for AI
1 month ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition @ AI Square CorpPhD Student, In-Memory Computing Architectures for AIThe project aims to explore the potential benefits of In-Memory Computing (IMC) in addressing the performance bottlenecks of AI hardware. By leveraging digital IMC, we aim to bridge the Von-Neumann performance gap for AI applications with massive data workloads. The project focuses...
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PhD Researcher in In-Memory Computing for AI
1 month ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition @ AI Square CorpPhD Student, In-Memory Computing Architectures for AIThe project aims to explore the potential benefits of In-Memory Computing (IMC) in addressing the performance bottlenecks of AI hardware. By leveraging digital IMC, we aim to bridge the Von-Neumann performance gap for AI applications with massive data workloads. The project focuses...
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In-Memory Computing Architect for AI Research
2 months ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition at AI Square CorpPhD Student in In-Memory Computing Architectures for AIThe project aims to explore the potential benefits of In-Memory Computing (IMC) in addressing the performance bottlenecks of AI hardware. Digital IMC is proposed to bridge the Von-Neumann performance gap for AI applications with massive data workloads. The project targets...
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PhD Researcher in In-Memory Computing for AI
1 month ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition at AI Square CorpThe project aims to explore the potential of In-Memory Computing (IMC) to address AI hardware bottlenecks. IMC is proposed to bridge the Von-Neumann performance gap for AI applications with massive data workloads. The project targets exploring unconventional computing domains, such as Stochastic and Quasi-Stochastic, for...
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Research Scientist, AI Computing Architectures
1 month ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition @ AI Square CorpThe project focuses on exploring the benefits of software optimization techniques for modeling and training Large Language Models (LLMs) on unconventional hardware architectures. We aim to develop Python-based libraries for training and inference that are compatible with various computing domains, including Binary, Analog, and...
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Research Scientist, AI Computing Architectures
1 month ago
Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition @ AI Square CorpThe project focuses on exploring the benefits of software optimization techniques for modeling and training Large Language Models (LLMs) on unconventional hardware architectures. We aim to develop Python-based libraries for training and inference that are compatible with various computing domains, including Binary, Analog, and...
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PhD Researcher in Quantum Computing
2 months ago
Edinburgh, Edinburgh, United Kingdom National Quantum Computing Centre Full timeJob DescriptionWe are seeking a highly motivated and talented PhD researcher to join our team at the National Quantum Computing Centre. The successful candidate will have the opportunity to work on cutting-edge research projects in quantum computing, developing innovative solutions to real-world problems.Key ResponsibilitiesConduct research in quantum...
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Edinburgh, Edinburgh, United Kingdom AI Square Corp Full timePosition @ AI Square CorpThe project focuses on exploring the benefits of software optimization techniques for modelling and training Large Language Models (LLMs), with a specific emphasis on Transformers, targeting various unconventional hardware architectures and computing domains. The goal is to develop Python-based libraries for training and inference...
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Quantum Computing Researcher
3 weeks ago
Edinburgh, Edinburgh, United Kingdom National Quantum Computing Centre Full timeQuantum Computing PhD OpportunityWe are seeking highly motivated and talented individuals to join our team as PhD researchers in quantum computing at the National Quantum Computing Centre. As a PhD researcher, you will be part of an interdisciplinary cohort working on cutting-edge research projects in quantum computing, software development, and mathematical...