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Machine Learning Engineer

FULLY FLEXIBLE
Remote: 
Full Remote
Contract: 
Experience: 
Mid-level (2-5 years)
Work from: 

Offer summary

Qualifications:

Master's degree in Computer Science or related field, Publication in key conferences preferred, Experience in medical image processing or computer vision, Proficiency with PyTorch; MONAI preferred, Knowledge of DICOM, NIFTI formats.

Key responsabilities:

  • Develop and evaluate medical image processing algorithms
  • Process large medical imaging datasets
  • Contribute to patents and scientific publications
  • Collaborate with radiologists and medical professionals
  • Understand biology and physics of imaging modalities
Floy logo
Floy Startup https://www.floy.com/
11 - 50 Employees
See more Floy offers

Job description

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Your missions

Your mission

As an ML engineer, you will be part of a leading and 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 abilities to understand the biology of various pathologies, the physics of different signal-acquisition modalities (CT, MRI, etc.), and to undertake R&D tasks independently and passionately.

The goal is to push beyond the boundaries of the typically researched medical problems, and build state-of-the-art intellectual property for Floy. These will be formulated as robust algorithms with verifiable performances, that you will also be responsible for deploying in actual clinical centres (therefore, you will be able to witness the impact of your contributions on improving the lives of real people). Patents and publications in leading conferences/journals are also expected.

Your responsibilities
  • Implement, train, evaluate and compare state-of-the-art medical image processing algorithms (including DL techniques)
  • Process large medical image datasets for various modalities (CT, MRI, etc.) in different formats (DICOM, NIFTI, etc.)
  • Push Floy's abilities beyond the published SOTA and other competing companies
  • Write patents and publish in scientific journals/conferences
  • Interact with and learn from radiologists and medical doctors
  • Understand biology and physics to comprehend organs, their pathologies and also the measuring mechanisms of various imaging modalities (CT, MRI, etc.)
What are we looking for?
  • At least a Master's degree in Computer Science (or related field) and/or a publication (preferably in a conference such as MICCAI, ISBI, CVPR, ICCV, ECCV, ICIP, etc.)
  • Thesis, publication or coursework in medical image processing (or computer vision) with DL
  • Tech Stack: PyTorch and preferably MONAI (TensorFlow also acceptable)
Good-to-have:
 
  • Independent and autonomous work style
  • Good communication skills to facilitate seamless collaboration with colleagues from diverse disciplines
  • Good writing skills for writing scientific papers

We are looking for brilliant, hard-working people who strive to become recognised 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
Pioneer medical AI to maximize human health. Become part of an ambitious team valuing individuals, dedication and a joyful work experience. Solve novel challenges with life-saving implications.
  • 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, fun team events 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.
Leander and Benedikt founded Floy in June 2021 and raised 8.8m€ total funding from Europe’s leading investors. Over the last months, the team grew to 35 exceptional people. Our pace only accelerates from here. Our pace only accelerates from here.

Required profile

Experience

Level of experience: Mid-level (2-5 years)
Spoken language(s):
Check out the description to know which languages are mandatory.

Soft Skills

  • Writing
  • Analytical Thinking
  • Problem Solving
  • Verbal Communication Skills

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