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Field
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if required Structuring, populating and analysing decision analytic models Leading the co-production of research with external stakeholders Contributing to the design, conduct and analysis of research under
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completion must be in hand on or before the start date Strong programming and computational skills Experience with statistical modeling, machine learning, or large-scale data analysis Desired Qualifications
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managing social media datasets and metadata from the 2020 and 2024 US Presidential elections and the 2024 UK General Election. Designing, implementing and evaluating NLP and machine-learning approaches
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knowledge of deep learning architectures and, in particular, Large Language Models (LLMs). Knowledge is valued both in advanced prompt engineering techniques (e.g. few-shot learning, chain-of-thought
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& Machine Learning: Advise program managers on the state-of-the-art application of data science and AI/ML, evaluating the technical merit of proposed algorithms and models to guide investment in next
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environments that aims to address how distributed sensing, fibre-optic monitoring, environmental observations, drone- and satellite-based data, operational infrastructure datasets, and/or machine learning can be
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measurements and remote sensing data products, in a unified data processing workflow to recover models of subsurface water content variation. Learn about the use of physics-informed neural networks developed by
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Osmosis (NF/RO) Membrane for Industrial Separation and Purification Application” Key Responsibilities: Integrating Machine Learning (ML) with Molecular Dynamics (MD) to predict phase-separation dynamics and
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supporting documentation, proven experience in all of the following areas: natural language processing and machine translation (sequence-to-sequence modelling, NMT, glosses); deep learning, Transformers, and
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the research themes of software engineering, engineering computing, sensor networks and measurement technology, grid computing and physics data analysis, machine learning, and interactive and collaborative