Website Floy
Description
Job Title: Machine Learning Engineer
Floy is supporting radiologists by boosting their diagnostics efforts with unconventional AI products focused on overlooked diseases. You will be part of a fast-paced scientific team tasked to develop innovative algorithms to solve unexplored radiological diagnostics problems. This means that you are experienced with the latest ML/DL techniques in medical image processing (and computer vision), can think out-of-the-box, have the ability to understand the biology of various pathologies, the physics of different signal-acquisitions (CT, MRI, etc.), and to plan and execute R&D tasks with your team independently and passionately.
The goal is to push beyond the boundaries of the typically researched medical problems and build state-of-the-art models that provide a tangible benefit to real-world patients. Together with your team, you contribute to the model development from inception to clinical release. Where applicable, patents and publications in leading conferences/journals are encouraged.
Your Responsibilities
- Develop innovative and cutting-edge ML products for radiological image diagnostics
- Generate intellectual property for Floy by pushing its abilities beyond the published SOTA and other competing companies
- Process large medical image datasets for various modalities (CT, MRI, etc.) in different formats (DICOM, NIFTI, etc.)
- Read, understand, and stay abreast with the published literature on various medical image processing & computer vision topics
- Understand biology and physics to comprehend organs, their pathologies, and the measuring abilities of various imaging modalities (CT, MRI, etc.)
What are we looking for?
- Master’s degree in Computer Science or equivalent experience in a related field
- Previous position, thesis, or coursework in medical image processing (or computer vision) with DL
- Strong understanding of machine learning and data science concepts
- A keen eye for detail and a commitment to scientific accuracy
- Excellent written and verbal communication skills in the English language
- Strong commitment to teamwork and communication skills
- Proficiency in the Python deep learning and scientific stack
Good-to-have:
- Related publications (preferably in a conference such as MICCAI, ISBI, CVPR, ICCV, ECCV, ICIP, NeurIPS, ICLR, ICML, etc.)
- Experience with MLOps and reproducible experiment management
We are looking for brilliant, hard-working people who strive to become recognized thought leaders in their domain. If you enjoy learning new things and thrive in a fast-paced environment, we would love to meet you. Together, we will continuously tailor the role to your strengths and development goals.
Why us
- We accelerate your learning with rapid feedback, weekly 1:1 sessions and inspiring problems.
- We give you autonomy, flexibility and the opportunity to connect with our generation’s brightest minds.
- We provide flexible remote team culture, company retreats and fair compensation.
About us
Floy is on a mission to build the infrastructure for personalized health. Today, our AI products help radiologists to detect typically overlooked diseases. We envision a future where everybody can access annual holistic health assessments to prevent diseases through early detection.
Floy was founded in June 2021 and raised 8.8m€ total funding from Europe’s leading investors. Over the last months, the team grew to 45 exceptional people. Our pace only accelerates from here.
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To apply for this job please visit floy.jobs.personio.com.
