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SENIOR DATA SCIENTIST:
MEDICAL IMAGE PROCESSING AND DEEP LEARNING

Location: Bordeaux, France
Start: now

Keywords: Echocardiography, Deep learning

Education: MSc/Ph.D. in computer science/mathematics/data science or similar

Experience: 5+ years

 

Context: 

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. 

Mission:

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

 

Required skills:

  • 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

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Desired skills:

  • Experience with transformers and/or DL for videos

  • Experience with git/agile development

  • Medical Background

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Your application should include:

  • a short introduction

  • CV

  • your internship starting date

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To be sent to recruit@deski.io
Please reach out if you have any questions!

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