Senior Machine Learning Engineer

Raidium; Paris; Sur place; EUR 45 000 - 70 000; Plein temps

Résumé du poste

A pioneering AI healthcare company in Paris seeks a talented ML Engineer to develop radiological models and bridge research and product development. The ideal candidate has a PhD or MSc with 3+ years of experience in mathematics or computer science, deep learning expertise, and a passion for healthcare. Join a diverse team of experts and make a real impact on patients' lives while enjoying a competitive salary and access to cutting-edge technology.

Prestations

Competitive salary

Access to premium computing hardware

Qualifications

• 3+ years' experience in Mathematics / Computer Science / Electrical Engineering.
• Willingness to work in the healthcare industry.
• Authorization to work in France.

Responsabilités

• Contributing to developing and optimizing deep learning models for medical applications.
• Collaborating with other teams to integrate research breakthroughs into products.
• Mentoring Junior members.
• Taking ownership of key projects in MRI neuroradiology.

Connaissances

Proficiency with statistics

Machine learning methods

Deep Learning and Computer Vision algorithms

Python

Formation

PhD or MSc

Description du poste

Overview

Raidium develops a radiological foundation model as the "GPT" of radiology (manifesto). This new generation of AI will enable the building of an imaging biomarker factory for both clinical practice and research, tackling the complexity of precision medicine.

Responsibilities

• Models: Contributing to developing and optimizing Raidium's deep learning models specifically for medical applications, ensuring seamless integration within our product ecosystem.
• Between Research and Product: Collaborating closely with other teams, including other ML engineers and researchers, software engineers, and product managers, to bridge the gap between research breakthroughs and robust product features.
• Management: Mentor Junior members of your team
• Leadership: Taking ownership of a key projects, for example, a collaboration project in MRI neuroradiology, from models and validation studies prototyping to the integration in Raidium's product

Location

Finally, you will work in Raidium Parisian offices (in the Cochin Faculty, next to Port Royal), but have the opportunity to spend some afternoons with our companion center CT Scans and MRIs!

You

• PhD or MSC +3 yearss experience in Mathematics / Computer Science / Electrical Engineering
• Proficiency with statistics / machine learning methods
• Proficiency with Deep Learning and Computer Vision algorithms
• Proficiency with Python
• Willingness to work in the healthcare industry
• Willingness to have a very transverse position, involving cutting-edge research, as well as agile engineering and development
• Authorization to work in France

Pluses (not exhaustive)

• Experience in healthcare and / or with the manipulation of radiological images
• Publication history in top-tier Machine Learning or healthcare journals
• Experience with Self-Supervised Learning, Transformers and / or Semantic segmentation and Object Detection methods
• Experience with HPC clusters and GPU-based infrastructures
• Experience in an agile work environment

Why join us

• Have a real and positive impact on people' lives
• Apply and improve the latest Deep Learning technologies to build an inspiring product
• Be in contact with real radiologists in our partner center
• Be among the very 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