Postdoctoral Researcher in Deep Learning: Are you a talented deep learning researcher eager to make a real-world impact in healthcare? Join the Probabilistic Vision Group (PVG) at McGill University and Mila, where we are developing next-generation AI models to revolutionize personalized medicine for neurological diseases (e.g., Multiple Sclerosis).
Postdoctoral Researcher in Deep Learning for Personalized Medicine
Probabilistic Vision Group (PVG), McGill University & Mila – Quebec Artificial Intelligence Institute
You’ll work with exclusive datasets, world-class computational resources, and global collaborators from leading institutions (Stanford, Oxford, Google Research, Meta) to build cutting-edge causal, generative, and multimodal models for advancing clinical decision-making.
📋 Job Summary Table
| Field | Details |
|---|---|
| Designation | Postdoctoral Researcher |
| Research Area | Deep Learning, Computer Vision, Medical Imaging, Generative & Multimodal Models |
| Location | McGill University & Mila – Quebec AI Institute, Montreal, Canada |
| Eligibility | PhD in ML/DL (Computer Vision/Medical Imaging); strong publication record |
| How to Apply | Apply via Workday + email Prof. Tal Arbel & Brennan Nichyporuk with required documents |
| Last Date | Until position filled |
🧑🔬 Designation
Postdoctoral Researcher – Deep Learning for Personalized Medicine
🔬 Research Area
- Causal-temporal models for patient-specific outcome prediction & treatment-effect estimation
- 3D spatio-temporal generative models for forecasting disease evolution from MRI
- Multimodal foundation models / MLLMs & agentic AI for clinical reasoning with imaging, text, and clinical data
📍 Location
McGill University & Mila – Quebec Artificial Intelligence Institute, Montreal, Canada
✅ Eligibility / Qualification
- PhD in Machine Learning / Deep Learning, with expertise in Computer Vision or Medical Imaging
- Strong publication record in top venues (CVPR, MIDL, MICCAI, MELBA, TMI, NeurIPS, ICML)
- Strong background in mathematics and proficiency in PyTorch / TensorFlow
- Nice-to-have:
- Experience with longitudinal MRI or temporal 3D generative models
- Multimodal foundation models / agentic-AI
- Trustworthy AI (uncertainty, explainability, fairness, robustness)
📝 Job Description
As a postdoctoral researcher, you will:
- Develop state-of-the-art AI models for personalized medicine in neurological diseases.
- Collaborate with clinicians, ML researchers, and industry leaders.
- Leverage exclusive multi-center clinical-trial MRI datasets (10k+ patients) with rich imaging and treatment annotations.
- Access hundreds of NVIDIA H100 GPUs via Mila & the Digital Research Alliance of Canada.
- Contribute to advancing healthcare AI while publishing at top-tier venues.
📌 How to Apply
- Apply via Workday (link provided in comments).
- Email the following to Prof. Tal Arbel (tal.arbel@mcgill.ca), cc Brennan Nichyporuk (nichypob@mila.quebec):
- CV
- Cover letter
- Academic transcripts
- Two reference letters (or names + contact info of two referees)
- Links to 1–2 significant publications
🗓️ Last Date to Apply
Until position filled
