Software Engineer, Machine Learning
2 weeks ago
Fathom is on a mission to use AI to understand and structure the world’s medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world’s largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider reimbursement, a process today that costs hospitals in the US $15B+ annually and tens of billions more in errors and denied claims. We are a venture-backed company that completed a Series B round of financing for $46M in late 2022. Are you passionate about machine learning and looking for an opportunity to make an impact in healthcare? We are seeking an extraordinary Software Engineer, Machine Learning in the Toronto area who can not only design machine-based systems, but also think creatively about the human interactions necessary to augment and train those systems. We want to work with teammates excited about taking ground-breaking technologies and techniques to apply to one of the most important and most archaic industries. This is an opportunity to join our team and mission to understand and structure the world’s medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of health systems. Your role and responsibilities will include: Developing NLP systems that help us structure and understand biomedical information and patient records Using a variety of structured and unstructured data sources Imagining and implementing creative data-acquisition and labeling systems, using tools and techniques like crowdsourcing and novel active learning approaches Working with the latest NLP approaches (BERT, Transformer) Training your models at scale (Horovod, Nvidia v100s) Employing and iterating on scalable and novel machine learning pipelines (Airflow on Kubernetes) Reading and integrating state of the art techniques into Fathom’s ML infrastructure such as Mixed Precision on Transformer networks We are looking for a teammate with: 2+ years of development experience in a company/production setting Experience with deep learning frameworks like TensorFlow or PyTorch Industry or academic experience working on a range of ML problems, particularly NLP Strong software development skills, with a focus on building sound and scalable ML A real passion for finding, analyzing, and incorporating the latest research, technologies and techniques directly into a production environment Good intuition for understanding what good research looks like, and where we should focus effort to maximize outcomes Bonus points if you have: Developed and improved core NLP components and not by just 'grabbing things off the shelf' Led large-scale crowd-sourcing data labeling and acquisition (Amazon Turk, Crowdflower, etc.) Salary range: $100 000 - $160 000 CAD About the company What if you had a coder who could code millions of charts per day at unparalleled accuracy and cost? Fathom uses AI to automatically code charts straight to billing. #J-18808-Ljbffr
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Machine Learning Software Engineer
2 weeks ago
Toronto, Canada Royal Bank of Canada Full timeJob Description What's the opportunity?We’re looking for an enthusiastic software developer who’s excited by the opportunity of working on challenging problems at the intersection of machine learning and the financial services industry. As a Machine Learning Software Engineer, you’ll be responsible for owning and delivering a project end to end –...
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Machine Learning Software Engineer
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Toronto, Canada RBC Full timeMachine Learning Software Engineer Join to apply for the Machine Learning Software Engineer role at RBC . We’re looking for an enthusiastic software developer who’s excited by the opportunity of working on challenging problems at the intersection of machine learning and the financial services industry. As a Machine Learning Software Engineer, you’ll be...
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Machine Learning Software Engineer
3 weeks ago
Toronto, Canada RBC Full timeMachine Learning Software Engineer Join to apply for the Machine Learning Software Engineer role at RBC. We’re looking for an enthusiastic software developer who’s excited by the opportunity of working on challenging problems at the intersection of machine learning and the financial services industry. As a Machine Learning Software Engineer, you’ll be...
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Machine Learning Software Engineer
3 weeks ago
Toronto, Canada RBC Full timeMachine Learning Software Engineer Join to apply for the Machine Learning Software Engineer role at RBC. We’re looking for an enthusiastic software developer who’s excited by the opportunity of working on challenging problems at the intersection of machine learning and the financial services industry. As a Machine Learning Software Engineer, you’ll be...
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Machine Learning Software Engineer
3 weeks ago
Toronto, Canada RBC Full timeJob Description What's the opportunity? We’re looking for an enthusiastic software developer who’s excited by the opportunity of working on challenging problems at the intersection of machine learning and the financial services industry. As a Machine Learning Software Engineer, you’ll be responsible for owning and delivering a project end to end –...
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Machine Learning Software Engineer
1 week ago
Toronto, Canada Royal Bank of Canada> Full timeJob DescriptionWhat's the opportunity?We’re looking for an enthusiastic software developer who’s excited by the opportunity of working on challenging problems at the intersection of machine learning and the financial services industry. As a Machine Learning Software Engineer, you’ll be responsible for owning and delivering a project end to end –...
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Machine Learning Software Engineer
2 weeks ago
Toronto, Ontario, Canada RBC Full timeJob DescriptionWhat's the opportunity?We're looking for an enthusiastic software developer who's excited by the opportunity of working on challenging problems at the intersection of machine learning and the financial services industry. As a Machine Learning Software Engineer, you'll be responsible for owning and delivering a project end to end – everything...
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Machine Learning Software Engineer
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Toronto, Canada ODAIA Full timeJob Description We’re looking for an enthusiastic software developer who’s excited by the opportunity of working on challenging problems at the intersection of machine learning and the financial services industry. As a Machine Learning Software Engineer, you’ll be responsible for owning and delivering a project end to end – everything from data...
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Machine Learning Software Engineer
3 weeks ago
Toronto, Canada ODAIA Full timeJob Description We’re looking for an enthusiastic software developer who’s excited by the opportunity of working on challenging problems at the intersection of machine learning and the financial services industry. As a Machine Learning Software Engineer, you’ll be responsible for owning and delivering a project end to end – everything from data...
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Machine Learning Engineer
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toronto, Canada Dew Software Full timeHi,I hope you're doing well. I'm Naveen from DewSoftware, and we have an exciting open position that may interest you. Please share your updated resume, and I'll reach out to schedule a convenient time to connect.Role: Machine Learning Engineer Locations: Toronto, Canada Remote, and US remoteDuration; Long term contractMust have languages: Python, SQL,...
