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                frameworks and transformer architectures applied to biological sequences would be advantageous. You should have a PhD in bioinformatics, evolutionary biology, machine learning or similar. The post fixed term 
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                longitudinally collected sequencing datasets (both Illumina and Oxford Nanopore) of clinical isolates that can be linked to electronic healthcare record data and/or metagenomic data. These unique datasets provide 
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                . Knowledge Exchange and alignment with UoW’s Vision 2035 are desirable. Applicants should demonstrate an understanding of REF 2029, particularly CTTR’s strategy for Unit of Assessment 27, with a clear focus on 
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                . A research background into either 1980s British social and economic history or the conflict in Northern Ireland is desirable but not essential. This project is aligned to the University’s 2035 RKE 
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                for enterprise and applied research in non-destructive testing (NDT), remote sensing, and related technologies. The postholder will: Develop and support research activities aligned with the Centre’s priorities 
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                learning architectures including generative models, particularly for sequence or structural data (e.g. transformers, graph neural networks) Proved experience in working independently and as part of a 
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                longitudinally collected sequencing datasets (both Illumina and Oxford Nanopore) of clinical isolates that can be linked to electronic healthcare record data and/or metagenomic data. These unique datasets provide 
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                generate a new understanding of MoSS. These advances will have applications across multiple sectors, including pharmaceuticals, agrochemicals, and food industries. There are multiple opportunities 
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                . Hands-on experience in in vivo calcium imaging of neuronal activity in behaving mice. Proficiency in optical system design, alignment, and troubleshooting. Familiarity with animal behavioral experiment 
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                , characterisation and modelling to study and generate a new understanding of MoSS. These advances will have applications across multiple sectors, including pharmaceuticals, agrochemicals, and food industries