À propos
act digital is an international consulting and engineering group that supports its clients in their digital transformation projects.
Present in 12 countries and with more than 6,000 employees, we leverage our expertise to address their challenges in software development, cybersecurity, data, cloud, and AI.
Our ambition: to become the trusted technology partner of the most innovative companies, by designing and securing systems that enhance their performance and resilience.
Joining act digital means becoming part of an agile and committed organization that works closely with its clients to turn ideas into concrete results, with pragmatism and high standards.
Le poste
You will join our delivery center, working within a team of experts in software solution development.
Your responsibilities will include:
- Develop algorithms combining deep learning, computational geometry, and medical imaging for heart.ai, a cloud-based software supporting cardiac interventions
- Build and optimize 3D segmentation, modeling, and measurement pipelines for clinically relevant planning workflows
- Design, train, and validate DL models and geometry methods for integration into the heart.ai platform
- Collaborate with Product and Engineering teams to translate clinical needs into robust algorithm designs
- Work with Clinical, Regulatory, and Quality teams to ensure compliance with medical device development standards
- Continuously improve algorithm accuracy, robustness, and computational efficiency while contributing to research and exploration of new methods
Profil recherché
What profile are we looking for this position:
Must-have skills :
- At least 3 years of experience developing deep learning models and computational geometry algorithms, especially deriving measurements from 3D segmentations
- Strong software development skills, particularly in Python, and ideally experience with TypeScript and AWS based cloud products
- Background in medical image analysis (CT/MRI/echo), including 3D data processing, mesh handling, and geometric feature extraction
- Ideally experience using frameworks such as Numpy, Scipy, PyTorch, VTK
- Solid understanding of algorithm optimization, numerical stability, and rigorous validation methodologies
