Python Developer - Medical Imaging

Work in Supervisely Python Developer, DICOM Having a strong toolbox for processing and visualizing medical volumetric data from CT/ MRI imaging is an essential step in various medical applications that ranges from simple tumor identification to the assessment of tumor response and treatments in clinical oncology. Nowadays, the application of computer vision technologies in medical imaging has attracted extensive attention. We at Supervisely are building python toolkit for visualizing and processing 2D and 3D medical images, including Neural Networks support. We believe that AI-base approaches and well-designed research infrastructure are game changers in medicine. Most of our developments are open-sourced and shared with the ML community. Our goal is to build the best tools for medical images that will help engineers and data scientists to significantly speed up development in this field. Python Remote Apply for role Other roles About Supervisely You can think of Supervisely as an Operating System available via Web Browser to help you solve Computer Vision tasks. The idea is to unify all the relevant tools within a single Ecosystem of apps, tools, UI widgets and services that may be needed to make the AI development process as smooth and fast as possible. More Concretely, Supervisely Includes The Following Functionality Data labeling for images, videos, 3D point clouds and volumetric medical images (DICOM)Data visualization and quality controlState-Of-The-Art Deep Learning models for segmentation, detection, classification and other tasksInteractive tools for model performance analysisSpecialized Deep Learning models to speed up data labeling (aka AI-assisted labeling)Synthetic data generation toolsInstruments to make it easier to collaborate for data scientists, data labelers, domain experts and software engineers Watch video about Supervisely’s main principles from our CEO Yuri Borisov: Learn More Here Try Community EditionExplore apps in Supervisely EcosystemFind technical details in our Developer portal Your Daily Adventures Will Include Implementing apps to cover basic data operations: data exploration, visualizations, import, export, converters between different formats, filtering, etc.Working with popular data formats, like DICOM, NRRD, nifti, stl, etc...Adopting Supervisely platform for medicine domain by exploring and integrating best industry practicesCoding mostly in Python, basic understanding of HTML and Vue.js is welcomed, but not requiredCreating tools for synthetic datasets generationProactively solving technical challenges and fixing bugsCollaborating with our Enterprise customers and Community Users to help them customize Supervisely platform by building Supervisely AppsContributing ideas and constructive feedback to our product development roadmapImproving documentation, creating guides and tutorials for our developer portal We Are Looking For 2+ year in Python software developmentExperience in medical image processing or willingness to become an expert in itKnowledge of major Python libraries like Numpy, Pandas, requests, sklearn, OpenCVGood background in mathematics and linear algebraGood understanding of modern developer tools: docker, git, github, vscode, venvStrong principles towards writing clean, simple and maintainable codeGood verbal and written communication skills in English You Will Get Extra Credits For Experience in Medical Processing libraries like itk, sitk, pydicomExperience in neural networks and other algorithms for volumetric data, e.g. interpolationUnderstanding of popular data formatsDevelopment of your own Python library / repository or participating and contributing in a popular oneFamiliarity with any cloud systems (AWS, Azure, Google app engine)University degree in a technical subject (Computer science, Mathematics, or similar) or equivalent experience in the industryExperience creating tutorials, videos or technical blog postsExperience in building your own startup or product Why You’ll Love It Here Play a direct role in shaping the future of building Computer Vision solutionsWorking on Supervisely App Engine - the new way of building python single page web applications that can be also used outside SuperviselyAccelerate your professional growth by solving challenging development tasksContribution to open-course: Supervisely Python SDK and all Apps in our Ecosystem are open-sourcedImpact and work with our growing community of 65k+ companies, researchers and developers worldwideWork closely and solve real tasks with our customers — leading companies in various industries like autonomous vehicles, agriculture, medicine and manufacturingIntensive knowledge sharing with our extremely talented web-development team Sounds interesting? 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