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monitoring. Familiarity with computational image analysis, scripting (Python, MATLAB), or machine learning–based image workflows. Experience with method development, imaging assay optimization, or pipeline
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sciences.Tackling key problems in biology will require scientists trained in areas such as chemistry, physics, applied mathematics, computer science, and engineering. Proposals that include deep or machine learning
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computer workstations, data storage servers, and networks in the lab, and perform routine data backup. Coordinate users and access to UBC Advanced Research Computing resources. Managing safe handling and
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