SENIOR DATA SCIENTIST:
MEDICAL IMAGE PROCESSING AND DEEP LEARNING
Location: Bordeaux, France
Keywords: Echocardiography, Deep learning
Education: MSc/Ph.D. in computer science/mathematics/data science or similar
Experience: 5+ years
DESKi, “learn” in Breton, is a young and innovative company, combining a solid expertise in both echography and artificial intelligence. After 3 years of research, we developed real-time AI-driven algorithms able to guide operators performing cardiac ultrasound.
Deski is now building HeartFocus to empower any healthcare professional to accurately perform a cardiac ultrasound exam and support the interpretation of the acquired US images.
As a Senior Data Scientist, your mission will be to improve our guidance algorithms and develop new models, notably for automatic echocardiography analysis (classification/segmentation/detection) to help cardiologists’ interpretation. You will work closely with software developers, researchers, and clinicians to implement models that can be integrated into our medical devices. You will join us to:
Design ML pipelines from raw data to certified and validated results
Manage research projects, including project scoping, literature review, data collection, resource allocation, timeline management, and risk mitigation
Communicate project status, risks, and outcomes to stakeholders, including technical and non-technical audiences
Review most recent publications to improve our stack and design new DL pipelines dedicated to ultrasound video analysis
Strong background in ML/DL applied to computer vision (image classification, segmentation or detection) and with Deep learning frameworks (ideally Tensorflow/Keras)
Project management skills, with the ability to lead a team and work collaboratively with other departments.
Communication and presentation skills
Proficiency in English
Experience with transformers and/or DL for videos
Experience with git/agile development
Your application should include:
a short introduction
your internship starting date
To be sent to firstname.lastname@example.org
Please reach out if you have any questions!