Artificial Intelligence Software Development Engineer
3 weeks ago
At the University Health Network, we are looking for a skilled Machine Learning Engineer to join our team.
About UsThe University Health Network is Canada's largest research teaching hospital, bringing together over 16,000 employees, more than 1,200 physicians, 8,000+ students, and many volunteers. We are a caring, creative place where amazing people are amazing the world.
Job SummaryWe are seeking a highly motivated Machine Learning Engineer to collaborate with care providers, researchers, and students to deepen expertise and pioneer AI and machine learning (ML) methods for research and clinical application. The successful candidate will create sophisticated ML software solutions and methodologies targeting high-priority initiatives using cutting-edge AI technology within the cardiac domain.
Key Responsibilities- Develop and apply advanced AI/ML techniques to complex research problems in genomics and precision medicine.
- Architect, develop, optimize, and manage the deployment of AI functionalities across multiple projects.
- Clearly interpret and communicate technical results and methods; engage effectively across various teams.
- Provide technical expertise for program management and support business development activities, including grant proposal writing.
- Research and implement cutting-edge AI algorithms and tools.
- Design and execute ML applications tailored to specific requirements.
- Select suitable datasets and data representation methods for genomic analysis.
- Conduct ML tests and experiments, including evaluation in post-production scenarios.
- Maintain and enhance ML libraries and frameworks.
- Stay updated with the latest trends in ML and AI; lead knowledge sharing within the community.
- Mentor and develop junior staff and support training initiatives for UHN staff interested in ML applications.
- Foster open, collaborative relationships between PMCC AI and the UHN AI Hub.
- Demonstrate self-motivation, set high performance standards, and drive results.
- Lead and supervise team members as required.
- Master's Degree required; PhD advantageous, in Machine Learning, Computational Biology, Bioinformatics, Statistics, Applied Mathematics, or a related field.
- Minimum of 5 years of relevant experience.
- Strong communication skills and a collaborative approach to solving complex problems.
- Proficiency in Python (, scikit-learn, Pandas) and deep learning frameworks (TensorFlow, PyTorch).
- Experience with genomic data management and analysis in healthcare settings.
- Demonstrated ability to mentor and collaborate with clinical professionals.
The estimated annual salary for this position is $112,000 - $140,000. Additionally, the University Health Network offers competitive benefits, programs, and perks, including a flexible work environment, opportunities for development and promotions within a large organization, and additional perks such as close access to transit and a UHN shuttle service.
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