Data Scientist/AI Expert.
Toronto: Research and Development - Full Time
Job Description
We are a start-up that uses AI on ultrasound data to help find disease. We are looking to hire a new ML Engineer/Scientist to join our team with depp academic and/or industry experience. A successful candidate will be able to learn new methods, have experience building on previous work, and have a collaborative team spirit. Specifics of the opportunity include:
Responsibility
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Constructing ML models for classification and object detection
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Use various forms of feature engineering and signal processing to improve data quality
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Research and keep abreast of state of the art methods in signal processing and ML
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Collaborate with other team members for most efficient development
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Conduct model surveillance and model optimization
Requirements
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Experience using python for ML applications and familiarity with: Pandas, Sklearn, Keras, Tensorflow, Pytorch
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Experience with signal and Image processing; machine vision
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Graduate degree in a related field, and undergrad in Eng, Comp Sci, Physics, Math, etc
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Deep Learning architecture design experience
Good To Have
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PhD/graduate work in machine learning/machine vision
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Industry experience in signal processing and/or ML
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Prior experience in the biomedical field
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Experience with ultrasound imaging and processing
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MATLAB