# About You
We are seeking candidates with expertise in multi-modal deep learning to support the development of MRI foundation models that integrate imaging data and radiology reports for downstream clinical applications. **Essential Criteria** 1. PhD qualified in relevant subject area *(or pending results/near completion)*
2. Experience applying multi-modal models specifically in medical or clinical domains. 3. Strong knowledge of MRI data formats (DICOM, NIfTI) and image preprocessing tools (e.g., MONAI, SimpleITK). 4. Excellent programming skills, demonstrated through available code or projects, with proficiency in Python and deep learning frameworks like PyTorch, Hugging Face, sklearn, tensorflow. 5. Excellent verbal and written communication skills 6. Experience with GPU training and handling large medical datasets e.g., large magnetic resonance (neuro)imaging datasets. 7. Basic understanding of radiology clinical workflows and radiology report structure. 8. The ability to t...