Scientific Software and Image Analysis

id="offer-description" class="ecl-u-type-heading-2 ecl-u-mt-none ecl-u-mb-l">Offer Description The role . You will develop the software, computer vision methods and graphical user interfaces that connect. large-scale imaging data with biological interpretation. The role spans research and implementation:. from evaluating new learning methods to building maintainable analysis workflows that scientists can. use. Your work will support RNA and protein image analysis, anatomical mapping and spatial analysis. of therapeutic delivery. Your responsibilities . Build modular software with automated data flows for large biological image datasets, including. reproducible processing, analysis and visualization workflows. Develop and evaluate RNA segmentation against expert annotations and methods for segmenting. mouse and human anatomy. Explore self-supervised, active, continual and multiscale learning to. improve generalization across datasets. Make model performance interpretable through validation, confidence estimates and warnings that. help users identify results requiring review. Develop graph-based approaches to analyze spatial drug distribution and map therapeutic delivery. to anatomical structures. Build intuitive graphical user interfaces for exploring complex RNA and protein images, reviewing AI. results, integrating custom algorithms, supporting active learning and exporting results. Help design a petabyte-scale data backbone for storage, backup and transfer, with secure. aut