Research Assistant in Machine Learning for Epidemiology
- Location
- Sheffield, England, United Kingdom
modelling methods, including time-series modelling and probabilistic machine learning. Anticipated work includes developing and training models, with validation and refinement steps using retrospective data and simulation work undertaken where appropriate. This will be followed by a further evaluation phase to assess model performance, usability, and potential for real … world application using prospective data. Main duties and responsibilities Collate, clean and prepare epidemiological datasets from a range of sources, ensuring data quality. Apply and help develop machine learning models, including feature preparation, model selection, fitting, and hyperparameter tuning. Conduct exploratory data analysis and produce descriptive statistics ...