Your JobDarkVision, part of Koch Engineered Solutions, is looking for an intermediate to senior level Machine Learning Scientist. DarkVision\'s ultrasound imaging asset inspection system collects huge datasets in the order of hundreds of gigabytes that are several kilometers long where a defect may be on the order of a few millimetres. It is essential that we develop algorithms for automated processing, measuring, classification, and visualization of this data since manual processing is both time consuming and inconsistent.As a Machine Learning Scientist, you will be involved in researching, designing, and implementing deep learning architectures that learn efficient generalizable representations for several vision-based tasks. You will report to our Vice President of Research & Innovation and be responsible for developing machine learning pipelines for continuous training, evaluation, and deployment of deep learning models. You will also help mentor other members of our ML team.Our management process is light and generally milestone driven, using pseudo-Agile sprints derived from our quarterly and yearly goals. All goals are internally generated with plenty of room for feedback.This is an on-site regular full-time position in our HQ in North Vancouver, BC.Our TeamWith the largest ultrasound datasets globally, DarkVision\'s Research & Innovation team unites top-tier PhDs, engineers, and research scientists to pioneer automated image processing and deep learning architectures.What You Will Do
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