Senior Machine Learning Engineer in Medical Imaging
2 weeks ago
Senior Machine Learning Engineer in Medical Imaging Oncoustics is revolutionizing the use of point of care ultrasound in liver care through advanced AI. We are supported by high-profile institutional investors and have deep partnerships in place with several major ultrasound and pharmaceutical players. We are looking to hire a senior ML Engineer to join our team with relevant academic experience and deep industry experience. A successful candidate will be capable of in-depth development and understanding of machine learning architectures that go beyond the state of the art—advancing beyond conventional hyper-parameter tuning on existing models. They should be able to manage and lead both teams and projects, while effectively coordinating with signal processing, clinical data, and product teams. The ideal candidate will have strong expertise in processes, pipelines, operations, QA, and writing production-grade code. They should be able to build on previous work to drive innovation with a novel dataset and demonstrate a collaborative, team-oriented mindset. Responsibility Lead development and deployment of deep learning and machine learning models in TensorFlow and PyTorch Build on existing collaborative culture in multi-disciplinary & distributed team Coach on and explain ML engineering (options, cost-benefit, etc) to ML scientists and team overall Help the ML and software teams understand the necessary parts of ML to properly develop supporting systems and processes Coach both ML scientists and ML/software engineers on appropriate best ML software practices Work with R&D team to improve experiment foci (IE prioritization and targeted results) and communications (presentations, updates, etc) Define and manage ML engineering processes and pipelines between R&D and SW engineering for final product outputs. Design models/learning strategies to optimize mining of unique ultrasound signal data with deep learning Adopt state of the art algorithms and models for that include multi-instance learning strategies, attention and GANs Plan for deployment of all models in Oncoustics future apps Remain aware of new innovations in the use of AI/ML in medical imaging and ultrasound Participate in FDA planning and clearance of algorithms Requirements Graduate degree in a related field, and relevant undergraduate 5+ years at least of industry experience in the development and deployment of AI/ML models for health care Expertise in Python for Deep Learning and Machine Learning packages: Pandas, Sklearn, Keras, Tensorflow, Pytorch Deep Learning architecture design: Experience with attention mechanisms, multi-instance learning and/or GANs Good To Have PhD/graduate work in machine learning/machine vision Expertise in medical imaging analysis or signal processing with AI Experience in the use of ultrasound Prior experience with FDA clearance of AI/ML algorithms Referrals increase your chances of interviewing at Oncoustics by 2x Greater Toronto Area, Canada #J-18808-Ljbffr
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Toronto, Canada Oncoustics Full timeSenior Machine Learning Engineer in Medical Imaging Oncoustics is revolutionizing the use of point of care ultrasound in liver care through advanced AI. We are supported by high-profile institutional investors and have deep partnerships in place with several major ultrasound and pharmaceutical players. We are looking to hire a senior ML Engineer to join our...
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Toronto, Canada Oncoustics Full timeData Scientist/Machine Learning Scientist in Medical Imaging TORONTO: RESEARCH AND DEVELOPMENT - FULL TIME Job Description Oncoustics is revolutionizing the use of point of care ultrasound in liver care through advanced AI. We are supported by high-profile institutional investors and have deep partnerships in place with several major ultrasound and...
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Toronto, Canada Oncoustics Full timeData Scientist/Machine Learning Scientist in Medical Imaging TORONTO: RESEARCH AND DEVELOPMENT - FULL TIME Job Description Oncoustics is revolutionizing the use of point of care ultrasound in liver care through advanced AI. We are supported by high-profile institutional investors and have deep partnerships in place with several major ultrasound and...
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Toronto, Canada Oncoustics Full timeData Scientist/Machine Learning Scientist in Medical Imaging TORONTO: RESEARCH AND DEVELOPMENT - FULL TIME Job Description Oncoustics is revolutionizing the use of point of care ultrasound in liver care through advanced AI. We are supported by high-profile institutional investors and have deep partnerships in place with several major ultrasound and...
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Senior ML Engineer: Medical Imaging
2 weeks ago
Toronto, Canada Oncoustics Full timeA healthcare technology company in Toronto is seeking a Senior Machine Learning Engineer to lead the development of AI-driven medical imaging solutions. The ideal candidate will have over 5 years of industry experience, a graduate degree, and expertise in deep learning frameworks. Responsibilities include managing ML processes, coaching teams, and...
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Senior ML Engineer: Medical Imaging
1 week ago
Toronto, Canada Oncoustics Full timeA healthcare technology company in Toronto is seeking a Senior Machine Learning Engineer to lead the development of AI-driven medical imaging solutions. The ideal candidate will have over 5 years of industry experience, a graduate degree, and expertise in deep learning frameworks. Responsibilities include managing ML processes, coaching teams, and...
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Toronto, Canada Scribd, Inc. Full timeOverview Join to apply for the Senior Machine Learning Engineer role at Scribd, Inc. About The Company At Scribd (pronounced “scribbed”), our mission is to spark human curiosity. Join our team as we create a world of stories and knowledge, democratize the exchange of ideas and information, and empower collective expertise through our three products:...
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Toronto, Canada Latinx in AI (LXAI) Full timeSenior/Principal Machine Learning Engineer Join to apply for the Senior/Principal Machine Learning Engineer role at Latinx in AI (LXAI) . About The Team Agent Factory is where Workday’s next chapter gets built. We’re forming small, senior, cross-functional AI teams that bring together product leaders, machine learning engineers, and full-stack builders...
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Toronto, Canada MapsPeople Full timeAre you passionate about shaping scalable machine learning platforms that power future experiences? As a Senior Machine Learning Engineer, you’ll play a key role in driving the development and implementation of advanced ML solutions—collaborating with a strong team to bring innovative ideas to life. Join the Engineering team at MapsPeople as a Senior...
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Senior/Principal Machine Learning Engineer
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Toronto, Canada Latinx in AI (LXAI) Full timeSenior/Principal Machine Learning EngineerJoin to apply for the Senior/Principal Machine Learning Engineer role at Latinx in AI (LXAI).About The TeamAgent Factory is where Workday’s next chapter gets built. We’re forming small, senior, cross-functional AI teams that bring together product leaders, machine learning engineers, and full-stack builders to...
