AI Engineer - MRI Image Enhancement
We are seeking a highly skilled AI Engineer to develop an innovative AI solution to upscale/enhance low-field MRI images to 3T quality. This role offers a unique opportunity to work on cutting-edge technology in medical imaging, with a focus on improving diagnostic capabilities using low-field MRI scanners.
Key Responsibilities
- Conduct comprehensive literature reviews on MRI image enhancement techniques, super-resolution methods for low-field imaging, image co-registration, and longitudinal studies.
- Collaborate with the Modelization team to develop pre- and post-processing pipelines for AI models.
- Design, implement, and optimize AI algorithms for MRI image upscaling, with a focus on diffusion models and other generative procedures.
- Develop and implement strategies for 1 mT - 3 T image alignment and deformation.
- Create and maintain datasets for model training and evaluation, including curation of existing datasets and collaboration with partners to build custom datasets.
- Develop evaluation metrics and conduct thorough testing of AI models on synthetic data, phantoms, and real patient data.
- Implement and deploy AI models in a production-ready environment.
Qualifications:
- PhD or MSc in Artificial Intelligence, Computer Science, or a related field.
- 4-5 years of experience in a medical AI startup or applied AI department of a major medical technology company.
- Strong technical skills in AI, with in-depth knowledge of state-of-the-art algorithms and techniques, particularly in image processing and enhancement.
- Expertise in optimization problems and constrained optimization.
- Proficiency in implementing and deploying AI models in production environments.
- Excellent programming skills
- Experience with medical imaging is a plus, but not required.
- Bonus: GitHub profile with demonstrations of cutting-edge technique implementations.
Required Skills:
- Deep learning frameworks
- Image processing libraries
- Python programming
- Version control (Git)
- Data analysis and visualization
- Strong mathematical or physics background
Desired Qualities:
- Self-motivated and able to work independently while collaborating effectively with cross-functional teams
- Strong problem-solving skills and attention to detail
- Excellent communication skills for presenting complex technical concepts to non-technical stakeholders
- Passion for advancing medical imaging technology and improving patient care
Who We Are
Chipiron is revolutionizing the medical imaging industry by developing light and easily deployable MRI machines powered by an ultra-sensitive quantum detection system. Our mission is to make MRI accessible to everyone, everywhere. We're a team of engineers based in the heart of Paris, and we have only one obsession: building things people want.
Our Culture
- Collaborative Decision-Making;
- High Standards and Autonomy: We maintain high expectations for our team members and offer complete autonomy, coupled with incentives tied to the company's success, fostering a culture of ownership and accountability;
- Value of Humility: We prioritize seeking the truth over being right;
- English-First International Team.
- Département
- Software & Modelisation
- Remote status
- Hybrid
The Ark
AI Engineer - MRI Image Enhancement
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