Microsoft Cambridge Internship Opportunities – Multimodal 

United Kingdom, England, Cambridge 

443589267

We focus on the development and understanding of large multimodal models for healthcare, as exemplified by our work in

• Deepen yourexpertisein multimodal deep learning and contribute to our ambitious research agenda

• Conduct experimentation with world-class computational resources

• Learn in a team with a strong culture of collaboration and rigorous research

Required/Minimum Qualifications:

• Currently enrolled in a PhD program in areas such as computer science (e.g.machine learning, deep learning, signal processing), computational biology, biophysics, medicine

• Prior experience with deep learning frameworks (e.g.,PyTorch) and some familiarity with software engineering practices (e.g.git)

• Passion for healthcare and medicine

• Ability to work and learn in a collaborative and diverse environment

Preferred/Additional Qualifications:

in or enthusiasm for anyof the following topics:

Representation learning including self-supervised learning, multimodal learning

nterpretability methods for deep learning (e.g. mechanistic interpretability, explainable AI)

Design, training, or evaluation of large multimodal transformers

Biomedical imaging such as radiology, computational pathologyBiomarker discovery (broadly interpreted)

Large language models for healthcare and medicine

Experience with real-world healthcare data

Track recordof publication in conferences or journals within machine learning and/or healthcare

The ideal candidate will have strong intellectual curiosity and passion to solve real-world problems in healthcare using machine learning. Responsibilities will include:

• Co-development of an internship project in collaboration with the supervisor

• Design, implementation and evaluation of new machine learning methods and models

• Presentation and communication of research findings