Reporting to the SW Manager,as part of the R&D team, you will be responsible to develop the Machine Learning models and associated software to extract clinical features of pre-operative or peri-operative images (CT,MR, Xray).
YOUR ROLE AT ARTEDRONE...
Your responsibilities will include the following missions:
Develop and implement state-of-the-art machine learning algorithms for medical image processing, including but not limited to medical imaging segmentation, feature extraction, and classification
Collaborate with a team of data scientists, medical experts, and software engineers to design scalable and efficient models for real-world healthcare applications
Develop image processing algorithms & algorithms that could complete the ML algorithms
Work with medical imaging data, such as MRI, CT scans, X-rays to extract relevant features and build predictive models
Optimize and tune machine learning models for accuracy, performance, and reliability.
Perform rigorous testing and validation of models to ensure clinical accuracy and robustness
Maintain up-to-date knowledge of advances in machine learning, deep learning, and image processing for healthcare applications
Collaborate with the software team for a proper integration of the ML models and algorithms in the medical application software
Ensure compliance with healthcare regulations and standards, such as HIPAA in the development and deployment of models
Ensure design control compliance of the different deliverables
Supports junior mechanical engineers and data scientists to drive project outcomes.
WE WOULD LOVE TO HEAR FROM YOU IF YOU HAVE ...
A Bachelor’s or Master’s degree in Computer Science, Applied Maths, Electrical Engineering, related fields. A Ph.D. in the field of machine learning is a plus
A minimum of 5 years of professional experience in machine learning, image processing, or computer vision, with a focus on medical applications. You have also contributed to one or more medical products that have reached at least one phase of clinical evaluation
Extensive experience with machine learning frameworks and image processing libraries
Strong programming skills : Python or C++
Hands-on experience with deep learning techniques, including CNNs, RNNs, and GANs for medical image analysis.
Familiarity with medical imaging standards such as DICOM, …
Strong analytical and problem-solving skills with the ability to work with complex datasets
Experience with cloud computing platforms and large-scale data processing
Experience working with clinical teams and understanding the clinical requirements for medical applications
Knowledge of regulatory and compliance requirements for healthcare technologies (e.g., FDA, CE Mark)
Soft Skills:
Self-sufficient and proactive, with the ability to drive projects forward independently.
Innovative mindset, capable of developing and implementing novel technical solutions.
Highly rigorous and results-oriented, ensuring precision in experimental and development work.
Excellent team spirit and communication skills, with the ability to collaborate effectively with multidisciplinary teams, including engineers, physicians, industrial partners, and academic researchers.
Excellent communication skills and the ability to present technical findings to non-technical stakeholders
WHILE AT ARTEDRONE YOU WILL ENJOY...
Competitive salary, based on experience, with performance-based bonuses.
Comprehensive benefits, including health insurance, transport reimbursement, meal vouchers, and seniority leave in accordance with the metallurgy collective agreement.
A dynamic and collaborative work environment in Paris (13th arrondissement).
Occasional remote work
Artedrone is an equal opportunity employer and values a diverse and inclusive workplace. All persons will receive consideration for employment without regard to gender, national origin, age, religion, sexual orientation, disability etc.
To apply: send your CV and cover letter to hr@artedrone.com while mentioning the reference of the offer (REF: 202503-04)