Postdoctoral Researcher (Machine Learning for Multimodal Healthcare AI)
Tasks
- Apply causal inference and counterfactual modeling
- Build generative and predictive models
- Co lead translational research with clinicians
- Create interpretable real time decision support tools
- Design foundation model inspired architectures
- Develop clinician facing software tools
- Develop longitudinal multimodal patient modeling pipelines
- Develop patient trajectory and risk stratification models
- Develop reproducible data ingestion pipelines
- Document workflows for reproducibility
- Integrate models into digital ecosystem
- Mentor junior trainees and support collaboration
- Preprocess and harmonize clinical lab imaging and pathology data
- Publish research findings and grant proposals
- Stay current with state of the art methods
- Train and validate deep learning models
Perks/Benefits
- Corporate discounts
- Flexible work environment
- Healthcare of Ontario Pension Plan HOOPP
- On-site gym
- Professional development opportunities
- Transit access
- UHN shuttle service
Skills/Tech-stack
Causal Inference | Counterfactual Modeling | Data Preprocessing | Data integration | Deep learning | EHR Integration | Foundation Models | Generative Modeling | Imaging Analysis | Machine Learning | Machine Learning Pipelines | Model Validation | Multimodal Learning | PyTorch | Python | Risk Stratification | Series modeling | TensorFlow | Time Series | Time Series Modeling | Transformer
Education
Related jobs
-
Machine Learning Researcher CAD 94K-154KCommunication skills | Machine Learning | Python | R | ResearchCareer mobility | Employee benefitsMid-level Full TimeMontreal 700, Canada8d ago
-
Robotics Researcher - Physical AI CAD 121K-182K6D Pose Estimation | CUDA | Computer Vision | Dexterous Manipulation | Distributed TrainingDental insurance | Employee assistance program | Employer Paid DC Pension | Employer Savings Plan Matching | Fitness reimbursementSenior-level Full TimeCanada-Ontario-Waterloo9d ago
-
3D Computer Vision | 3D Reconstruction | C++ | Computer Vision | Diffusion ModelSenior-level Full TimeMarkham, Ontario, Canada10d ago
-
Researcher – Computer Vision and Autonomous Driving CAD 121K-220K3D Reconstruction | Autonomous Driving | C++ | Computer Vision | Deep learningSenior-level Full TimeMarkham, Ontario, Canada10d ago
-
Researcher – AI for Scientific Algorithm Discovery CAD 100K-170KComputer Vision | Language Models | Language Processing | Large Language Models | Machine LearningSenior-level Contract Full TimeMontreal, Quebec, Canada16d ago
-
C# | MATLAB | NumPy | Pandas | PythonPaid per project | Part-time hours | Project based workSenior-level Full TimeCanada - Remote R16d ago
-
AI Researcher - Emerging Risk CAD 100K-145KAgentic Workflows | Azure | Data Processing | Document Classification | EmbeddingsCollaborative workspaces | Employee resource groups | Flexible working arrangements | Inclusion and Belonging Culture | Learning opportunitiesEntry-level Full TimeToronto, ON, Canada29d ago
-
Machine Learning Research Team Lead CAD 103K-155KData Science | Decision Making | Language Models | Language Processing | Large Language ModelsCollaborative work environment | Flexible benefits | Professional development supportSenior-level Full Time777 BAY ST, TH 27:TORONTO, Canada1mo ago
-
Senior AI/ML Research Engineer CAD 140K-180KAlgorithm Development | Artificial Intelligence | Cognitive Architectures | Deep learning | Generative ModelsSenior-level Full TimeToronto, CAN, Canada1mo ago
-
Principal Machine Learning Infrastructure Researcher CAD 147K-173KAI systems | Deep learning | Ethernet | GPU | Hardware systemsCommuter benefits | Disability insurance | Equity grants | Family leave | Flexible workplaceSenior-level Full TimeToronto, ON1mo ago
-
Machine Learning Researcher USD 88K-160KAlgorithm Design | Artificial Intelligence | Deep learning | Language Processing | Natural LanguageCareer development opportunities | Collaborative work environment | Flexible benefits | Impactful workSenior-level Full Time401 GEORGIA ST W:VANCOUVER, Canada1mo ago
-
C++ | Computer Vision | Linear Algebra | Linux | Machine LearningEntry-level Full TimeMarkham, Ontario, Canada1mo ago
-
Algorithms | C++ | Computer Vision | Data Structures | Deep learningEntry-level Full TimeMarkham, Ontario, Canada1mo ago
-
Researcher - Efficient Architecture for LLMs CAD 100K-168KLanguage Processing | ML inference | ML training | Machine Learning | Natural LanguageSenior-level Contract Full TimeMontréal, Quebec, Canada1mo ago