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Data Scientist – F/H

Présentation société

inHEART propose le « Google Maps » des interventions cardiaques sur les troubles du rythme cardiaque.

Créé en 2017, inHEART développe et commercialise une solution logicielle sur le cloud de traitement et de visualisation d’images médicales qui permet de cartographier en 3D le coeur d’un patient. Cette carte numérique 3D du coeur du patient permet de mieux planifier et guider les interventions d’ablation par cathéter sur les troubles du rythme cardiaque. Ces interventions en deviennent plus simples, plus rapides et plus efficaces!

La technologie d’inHEART est issue de plus de 10 ans de recherche entre l’IHU Liryc et l’Inria, deux centre leaders dans le monde respectivement en électrophysiologie cardiaque et en traitement d’images médicales.

La vision d’inHEART est de faire le pont entre la radiologie et la cardiologie pour devenir un leader mondial de l’aide au diagnostic, de la planification thérapeutique et de la navigation interventionnelle pour les troubles du rythme cardiaque.

Your missions

As member of our R&D team, you will develop software solutions for electrical simulations and medical image processing based on the latest advances in machine learning. Your mission will be to:

• Develop and validate machine learning models for medical applications, ensuring compliance with regulatory requirements (FDA, EU MDR)

• Design, implement and validate medical data processing solutions (e.g. image segmentation, registration)

• Participate in regulatory submissions by providing technical documentation and supporting evidence for model performance and safety

• Collaborate closely with the engineering team to integrate your solutions to products

• Participate to the technology watch

• Communicate results in the scientific community

• Collaborate on the execution of multidisciplinary research projects, facilitating the exchange of technical knowledge with external partners and aligning contributions to meet shared objectives

Descriptif du profil

Your qualifications and experience

Education: PhD in machine learning, computer science, or equivalent

Experience: 5+ years of experience in data science, medical imaging, AI, or machine learning, preferably in healthcare or medical device applications.

Required skills: Expertise in implementing advanced image processing algorithms. Strong knowledge in deep learning frameworks (e.g. PyTorch, TensorFlow)

Desired skills: Experience in model validation, performance assessment, and statistical evaluation in compliance with regulatory expectations, proficiency in programming languages (Python, C/C++, CUDA, ITK/VTK, Git), strong track-record of publications, excellent communications skills.

You are interested in an experience with the dynamic and agile environment of a startup in which you can take advantage of your initiative and autonomy, your problem solving skills, your result oriented mindset, your curiosity, and your creativity. You are looking for a job in which your contribution will have a direct impact not only on the company activity, but also on the patient care.

Postuler

Loïc Cadour
jobs@inheartmedical.com

https://www.inheartmedical.com