Senior Machine Learning Engineer

Raidium; Paris; Sur place; EUR 60 000 - 90 000; Plein temps

Résumé du poste

Raidium cherche un Ingénieur Senior en Apprentissage Automatique pour transformer la recherche en Deep Learning en applications médicales concrètes. Situé à Paris, ce rôle implique le développement de modèles, la collaboration interdisciplinaire et le mentorat. Rejoignez une équipe diversifiée et faites un impact significatif sur la santé des patients.

Prestations

Accès à du matériel informatique de pointe

Salaire compétitif

Collaboration avec des radiologues

Travail avec des experts reconnus internationalement

Qualifications

• Minimum 3 ans d'expérience dans un rôle similaire.
• Compétences en méthodes statistiques, apprentissage machine, Deep Learning.
• Intérêt pour l'industrie de la santé.

Responsabilités

• Développer et optimiser les modèles de Deep Learning pour des applications médicales.
• Mentorer des membres juniors de l'équipe.
• Collaborer avec des équipes interfonctionnelles pour l'intégration produit.

Connaissances

Méthodes statistiques et d'apprentissage machine

Deep Learning

Vision par ordinateur

Python

Formation

PhD ou MSc en Mathématiques, Informatique ou Génie Électrique

Description du poste

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.

As a Senior Machine Learning Engineer at Raidium, you will be a driving force in translating our cutting-edge Deep Learning research into tangible medical applications. This pivotal role will see you:

- 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 ML engineers, researchers, software engineers, and product managers, to bridge the gap between research breakthroughs and robust product features.

- Management: Mentoring junior team members.

- Leadership: Taking ownership of key projects, such as collaborations in MRI neuroradiology, from model development and validation studies to integration into Raidium’s products.

Finally, you will work in Raidium's Parisian offices (at the Cochin Faculty, next to Port Royal), with opportunities to spend some afternoons at our partner centers with CT scans and MRIs!

Who you are:

• PhD or MSc + 3 years of experience in Mathematics, Computer Science, or Electrical Engineering
• Proficiency with statistical and machine learning methods
• Proficiency with Deep Learning and Computer Vision algorithms
• Proficiency with Python
• Willingness to work in the healthcare industry
• Interest in a highly interdisciplinary role involving research, engineering, and development
• Authorization to work in France

Plus (not exhaustive):

• Experience in healthcare and radiological image processing
• Publication record in top-tier ML or healthcare journals
• Experience with Self-Supervised Learning, Transformers, Semantic Segmentation, and Object Detection
• Experience with HPC clusters and GPU infrastructures
• Experience in agile environments

Why join us:

• Make a meaningful impact on people's lives
• Apply and advance cutting-edge Deep Learning technologies
• Collaborate with radiologists at our partner centers
• Be among the first employees at Raidium
• Work with internationally recognized experts
• Join a diverse team of engineers and medical doctors
• Competitive salary
• Access to premium computing hardware