Microsoft Research Health Futures is seeking Research Interns to help solve complex challenges in healthcare using Artificial Intelligence (AI) and machine learning
Requirements
- Currently enrolled in a PhD program in areas such as computer science (e.g. machine learning, deep learning, signal processing), medical imaging, computational biology, medicine
- Prior experience with deep learning frameworks (e.g., PyTorch) and some familiarity with software engineering practices (e.g. git)
- Experience with healthcare data
- Representation learning, self-supervised learning, unimodal or multimodal learning
- Expertise in or enthusiasm for any of the following topics: Interpretability methods for deep learning, Design, training, or evaluation of large unimodal or multimodal transformers
- Biomedical imaging such as radiology, computational histopathology
- Computational biology including -omics, bioinformatics, when coupled with deep learning
Responsibilities
- Deepen your expertise in 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
- 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
Other
- Currently enrolled in a PhD program
- Research Interns are expected to be physically located in their manager’s Microsoft worksite location for the duration of their internship
- Submit a minimum of two reference letters for this position as well as a cover letter and any relevant work or research samples
- Ability to work and learn in a collaborative and diverse environment
- Passion for healthcare and medicine
