3 of 3 Model Validation Jobs in Sheffield

immunohistochemistry, spatial transcriptomics and clinical variables. Build and maintain reproducible pipelines for slide preprocessing, stain normalisation, tissue and cell segmentation, feature extraction and model evaluation, using version control and clear documentation. Curate and manage large imaging and clinical datasets in line with ethics approvals, data protection … information governance requirements. Carry out external validation across centres and scanners, and assess model calibration, bias and failure modes. Bring histopathological and computational thinking together, working with pathologists to design annotation protocols, check that model outputs make morphological sense and interpret explainability analyses. Support the principal investigator ...

join our team developing the semiconductor structures and devices at the heart of Aegiq's next-generation quantum computing systems. You will design, model and optimise advanced III-V semiconductor heterostructures, with a focus on InP and GaAs-based materials systems. Your work will span bandgap engineering, strain management … quantum dots, quantum wells, superlattices and metamorphic buffer layers, with a focus on optical and electronic performance, material quality and manufacturability. Device Modelling & Simulation: Model electronic band structures, carrier confinement and transport, optical emission and electro-optical behaviour. Investigate device characteristics such as emission wavelength, optical confinement, carrier dynamics ...

developing and validating motor-twin models for permanent magnet synchronous machines. You will work with academic and industrial partners to generate simulation and validation evidence using machine data, dynamometer testing and HIL methods. The role requires a PhD in electrical machines or related area, with expertise in modelling, simulation ...