Postdoctoral Researcher (Machine Learning for Multimodal Healthcare AI)
Tasks
- Build generative and predictive models using longitudinal multimodal patient data
- Collaborate on hypothesis driven translational research and publications
- Design and deploy foundation model inspired architectures for clinical applications
- Design train and validate predictive and generative models with time aware architectures
- Develop clinician facing software tools integrating machine learning into digital ecosystem
- Document workflows for reproducibility and knowledge sharing
- Incorporate causal inference and counterfactual modeling for treatment simulations
- Mentor junior trainees
- Preprocess and harmonize structured and unstructured health data
Perks/Benefits
- Employee discounts
- Employee pension plan
- Flexible work environment
- On-site gym
- Professional development
- Transit access
Skills/Tech-stack
Causal Inference | Counterfactual Modeling | Data Preprocessing | Data integration | Deep learning | Generative Modeling | Image Processing | Language Processing | Machine Learning | Model Training | Model Validation | Multimodal Learning | Natural Language | Natural Language Processing | PyTorch | Python | Series modeling | TensorFlow | Time Series | Time Series Modeling | Transformer
Education
Roles
Related jobs
-
AWS | Agentic AI | CI/CD | Cloud Computing | Cloud platformAccess to cutting edge AI problems | Company holidays | Continuous learning | Flexible autonomy | Health and well-being benefitsSenior-level Full TimeCanada1d ago
-
Quantitative Analyst CAD 110K-135KAlgorithmic trading | Backtesting | Data Analysis | Investment strategies | MATLABMid-level Full TimeVancouver4d ago
-
Co-op, User Experience - Robotics CAD 40K-64KAR/VR | Dovetail | Figma | Gesture Recognition | HCIEmployee assistance program | Fitness Reimbursement Program | Flexible work schedule | Health care spending account | Health insuranceNone Full TimeCanada-Ontario-Waterloo5d ago
-
Co-op, Robotics Research – Data Engineering CAD 40K-64KAWS | Active Learning | Azure | Computer Vision | Data CurationEmployee assistance program | Employer Paid DC Pension | Employer Savings Plan Matching | Fitness reimbursement | Flexible work scheduleSenior-level Full TimeCanada-Ontario-Waterloo5d ago
-
Deep learning | Distributed Training | Flash Attention | Inference Optimization | Kernel FusionHybrid workSenior-level Full TimeToronto, Ontario, Canada8d ago
-
Adsorption | Artificial Intelligence | Computational Fluid Dynamics | Data Analysis | Density Functional TheoryMid-level Full TimeMississauga, ON, CA9d ago
-
Senior-level Full TimeMarkham, Ontario, Canada9d ago
-
Accelerate | Autoregressive models | Custom Training Loops | DeepSpeed | Denoising DiffusionPermanent employmentSenior-level Full TimeMontreal, Quebec, Canada25d ago
-
Quantitative Research Lead, Construction & Platform CAD 123K-180KAI tools | Experience Research | Experimental Design | Python | Quantitative ResearchSenior-level Full TimeAMER - Canada - Ontario - …1mo ago
-
Senior Machine Learning Researcher USD 90K-160KData Science | Language Models | Language Processing | Large Language Models | Machine LearningBonuses | Coaching | Flexible benefits | Stock optionsSenior-level Full Time401 GEORGIA ST W:VANCOUVER, Canada1mo ago
-
Machine Learning Research Team Lead CAD 90K-140KData Preprocessing | Language Models | Language Processing | Large Language Models | Machine LearningBonuses | Career development | Coaching | Competitive compensation | Flexible benefitsSenior-level Full Time777 BAY ST, TH 27:TORONTO, Canada1mo ago
-
Machine Learning Research Team Lead CAD 105K-155KCausal Inference | Data Science | Experimental Design | Machine Learning | Production Machine LearningBonus | Coaching | Flexible benefits | Stock optionsSenior-level Full TimeRBC WATERPARK PLACE, 88 QUEENS QUAY …1mo ago
-
ADaM | Agent systems | Context modeling | Function Calling | Gradient descentMid-level Full TimeMontreal, Quebec, Canada1mo ago
-
Agentic AI Researcher CAD 130K-160KContinual Learning | Distributed Systems | Experiment design | JAX | LLMMid-level Full TimeToronto, ON, CA1mo ago
-
Lead Agentic Ai Researcher CAD 175K-225KAgent systems | Agentic AI | Autonomous Planning | Belief States | Continual LearningEmployee benefits | Hybrid work schedule | Work permit supportSenior-level Full TimeToronto, ON, CA1mo ago
-
Co-op Researcher – Embodied AI & Robot Interaction CAD 58K-104KC++ | Computer Vision | Control Systems | Embedded Systems | Feedback controlEntry-level Full TimeMarkham, Ontario, Canada1mo ago
-
Co-op Researcher – Robotics System and Interaction CAD 58K-104K3D Printing | Arduino | AutoCAD | BLDC motors | C++Co op program experience | Inclusive workplaceEntry-level Full TimeMarkham, Ontario, Canada1mo ago
-
Data Pipelines | Deep learning | Diffusion Models | Flow matching | Generative ModelsAnnual bonus | Equity Compensation Program | Health benefits | Stock optionsEntry-level ApprenticeshipLondon, England; Montréal, Quebec1mo ago
-
Researcher – Computer Vision and Autonomous Driving CAD 121K-220K3D Reconstruction | C++ | Computer Vision | Deep learning | Generative AISenior-level Full TimeMarkham, Ontario, Canada1mo ago
-
Intern Researcher – AI Foundation Model Training CAD 58K-104KAI Agent | AI agent systems | Agent systems | Architecture Search | Computational Graph OptimizationEntry-level InternshipMarkham, Ontario, Canada1mo ago
-
Android Development | Component analysis | Computer Vision | Deep learning | Edge ComputingEntry-level Full TimeMarkham, Ontario, Canada1mo ago