University Health Network
Healthcare
Analyst,SeniorBioinformatics
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“Analyst, Senior Bioinformatics at University Health Network. Skills: Machine learning, AI, Drug discovery, Biomedical data. Design machine learning pipelines. Develop predictive models”
Industry & Context.
Translate scientific questions
What They're Looking For.
Must Have
Bachelor's degree with 6 years related experience, Masters with 4 years related experience, Proven experience designing and implementing machine learning models, Expertise in developing end-to-end ML pipelines using Python, Hands-on experience working with DNA-Encoded Library data, Familiarity with MLOps practices, Proficiency in deep learning frameworks, Deep understanding of feature extraction, Demonstrated ability to perform exploratory data analysis, Experience collaborating within multidisciplinary teams, Written and verbal communication skills
Nice to Have
PhD preferred, Specific ML framework experience, Cloud platform certs
What You'll Do.
Design machine learning pipelines
Develop predictive models
Apply predictive models to DEL screening data
Prioritize drug-like compounds
Implement deep learning architectures
Perform exploratory data analysis
Perform statistical modelling
Perform data visualization
Establish MLOps best practices
Maintain MLOps best practices
Collaborate with structural biologists
Collaborate with medicinal chemists
Collaborate with bioinformaticians
Translate scientific questions
Present methodologies
Present model performance
Stay current with advances
Evaluate novel approaches
Integrate novel approaches
How You'll Work.
Team & Collaboration
Multidisciplinary teams; Technical collaborators; Non-technical stakeholders
Communication Scope
Written communication; Verbal communication; Present findings
Full Job Description
UHN is Canada’s #1 hospital and the world’s #1 publicly funded hospital. With 10 sites and more than 44,000 TeamUHN members, UHN consists of Toronto General Hospital, Toronto Western Hospital, Princess Margaret Cancer Centre, Toronto Rehabilitation Institute, The Michener Institute of Education and West Park Healthcare Centre. As Canada's top research hospital, the scope of biomedical research and complexity of cases at UHN have made it a national and international source for discovery, education and patient care. UHN has the largest hospital-based research program in Canada, with major research in neurosciences, cardiology, transplantation, oncology, surgical innovation, infectious diseases, genomic medicine and rehabilitation medicine. UHN is a research hospital affiliated with the University of Toronto. UHN’s vision is to build A Healthier World and it’s only because of the talented and dedicated people who work here that we are continually bringing that vision closer to reality. [www.uhn.ca](https://www.uhn.ca/) Union: Non-Union Number of Vacancies: 1 New or Replacement Position: New Site: MaRS Department: Research Reports to: Senior Scientist Salary Range: $78,954 - $118,424 Per Year Hours: 37.5 hours per week Shifts: Day Shifts Status: Permanent Full-time Closing Date: June 19, 2026 Position Summary : We seek a talented and driven Data Scientist passionate about accelerating drug discovery through machine learning and AI to join our team at the Structural Genomics Consortium (SGC). As a Data Scientist at SGC, you will play a central role in developing and deploying state-of-the-art machine learning models that extract actionable insights from complex biomedical datasets, including DNA-Encoded Library (DEL) screens, to identify and optimize drug candidates for challenging protein targets. Your work will directly contribute to our mission of open science and pre-competitive drug discovery. The candidate will be assisted by software developers to leverage interna
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