Asensus Surgical is currently seeking a Senior Deep-Learning Engineer to join our top-notch Research & Development team in Israel.This is an exciting time to join Asensus and to be part of a leading edge team that is pioneering a new era of Performance-Guided Surgery.You will help lead the development of a next-generation vision-assisted surgical robotics platform. As a researcher on the team, you will get a chance to work alongside some of the best minds in the field and implement the latest Machine Learning and Computer Vision algorithms, in a multidisciplinary and dynamic environment.We are looking for an individual who is a team player and a strong communicator. Someone who has great problem-solving skills, and who has a drive for creativity and innovation, as well as determination and persistence. Someone who has a deep understanding of algorithms and image processing and will take ownership of various Vision/deep learning/AI algorithms utilizing medical imaging data & sensory data through exploration, development, optimization, validation & integration.
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ResponsibilitiesWork with a multi-disciplinary team of experts and engineers to deliver an end-to-end product: from the idea phase, through collecting and assessing the data, exploring algorithmic approaches, developing, testing, validating and integrating the algorithm in the production environmentResearch, design, develop and implement Computer Vision, Machine Learning and Deep Learning based vision algorithms.Contribute to the team’s methodologies, best practices and toolset, as well as sharing and receiving constructive feedbackUnderstand algorithmic requirements and convert these into usable solutionsUtilize existing research, literature and study of existing state of the art tools to develop best in class solutionsDevelop mathematical and numerical tools to support developmentManage large amounts of data and process into usable informationEvaluate the performance on benchmarks and improve as necessaryAll other duties as directed.QualificationsMSc in Computer Science or related fields (EE, Math, Physics, etc.); Ph.D - Advantage.5+ years of hands-on experience with Computer Vision algorithms.Strong background in machine learning and deep learning.Proficiency in C++ and Python.Ability to initiate and lead machine learning projects end to end.Experience with TensorFlow or PyTorchFamiliarity with IPP, OpenCV and similar librariesDeep domain experience and hands-on knowledge or academic research background in at least one of the following is an advantage:VAN/SLAMMotion estimation (i.e Optical flow, Tracking)SegmentationGNN3D reconstructionExperience with Linux.Good verbal and writing capabilities in Hebrew and English
