Research Intern

The Research Intern joins the X-ray, CT, and MRI machine learning group for a six-month end-of-studies research internship in France. The group pre-trains foundation models on large-scale radiology data using cloud and HPC infrastructure and builds vision-language models for medical images. The final research subject is agreed before the internship starts and may include open-vocabulary grounding for chest X-ray vision-language models or a cross-modality foundation model spanning X-ray and CT. This is a fixed-term internship (stage) under a French internship agreement (convention de stage) with the student's school.

Essential Duties and Responsibilities 

• Learn the clinical context for assigned modalities, including how images are acquired, how pathologies appear, and how radiologists read them.

• Review relevant literature and propose approaches to test for the agreed research subject.

• Train and evaluate models on large-scale medical imaging datasets using cloud and HPC infrastructure.

• Compare results against baselines and report what worked and what did not.

• Contribute tested code to the team's ML monorepo