Software Engineering internship - NLP structuration of large medical databases

In this internship, you will work to extract precious information from Raidium’s proprietary database of more than 300K exams, which accounts for 130TB of image+text data.

These exams feature radiological reports, written by radiologists in free form texts.

Extracting structured information is thus challenging because of the variety of possible report structures and medical wordings.

In practice, this internship involves:

1. Use of advanced information structuration technologies applied to the medical domain: such as LLMs+RAG to extract meaningful information from radiological reports.
2. Interaction with doctors and creation of a front-end: to ease extraction of new information directly by the medical researchers.
3. Processing of a huge number of samples: which is a challenging task per se.

Technically speaking, our stack is currently based on React+TS / Python+FastAPI / Pytorch.

You will work under the direct supervision of Raidium’s lead ML and Software engineers.

In practice, you will work in Raidium's Parisian offices (in the Cochin Faculty) and have the opportunity to spend some afternoons at our companion center, where radiologists work with CT scans and MRIs!

You

• Pursuing Master’s degree in Computer Science, Software Engineering, Applied Mathematics or a related field.
• Proficient in full-stack development, with modern programming languages (e.g., Python, JavaScript/typeScript), frameworks (e.g., React) and database systems.
• Willingness to work in the healthcare industry.
• Authorization to work in France.
• Fluency in English, with excellent communication and teamwork skills.

Pluses

• Knowledge of machine learning concepts and experience integrating ML models.
• Experience with LLM, prompting and RAG frameworks (ex: langchain).
• Experience with parallel and distributed processing.
• Experience in an agile work environment.
• Experience with containerization and orchestration tools such as Docker and Kubernetes.

Why join us

• Have a real and positive impact on people's lives.
• Apply and improve the latest Deep Learning technologies to build an inspiring product.
• Be in contact with radiologists in our partner center.
• Be among the first employees of Raidium.
• Work with a team of internationally recognized experts.
• Work with a diverse team of engineers and medical doctors.
• Competitive salary.
• Access to premium computing hardware.

€1,600 - €1,900 a month