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deepeye Medical

Data Scientist / DevOps - AI Medical Imaging (w/m/d) - Remote or Hybrid (Munich, Germany) Freelance or Full-Time (6 months, potential to extend or hire)

deepeye Medical
Germany · Contract · Associate
Our mission is to prevent vision loss and ultimately blindness by developing AI software that assists eye doctors in therapy planning for their patients. We use computer vision deep learning models (AI) trained on thousands of cases and millions of images to identify and predict disease progression. The decision support algorithm targets popular eye diseases like Age-related Macular Degeneration (AMD, affecting 7.5 million people in Germany alone).

Tasks

  • Build and optimize data pipelines to integrate information from different sources, including imaging and clinical data.
  • Apply curiosity, problem-solving skills, and statistical and mathematical knowledge to create impactful solutions.


Requirements

Your must-haves:

  • Master's degree in data science, engineering, computer science, medical physics, or a similar field.
  • Experience in computer vision, ideally in medical imaging.
  • Applied DevOps knowledge in integration, building, automation testing, and deploying ML pipelines on cloud infrastructure (like GCP, Azure, AWS).
  • Applied knowledge of deep learning and machine learning (e.g., CNN, UNet, ML techniques like cross-validation, train/validation/test sets).
  • Proficiency in Python and common ML frameworks (e.g., TensorFlow, PyTorch).
  • Working-level English (C1 or higher).


Your nice-to-haves:

  • Experience working in interdisciplinary teams with doctors, data scientists, and engineers.
  • Familiarity with relational databases (e.g., PostgreSQL).


Benefits

  • Direct impact on improving the quality of life for patients and doctors.
  • Immediate responsibility for projects and opportunities for fast personal growth.
  • Flexible working hours, remote work options, and a modern office at Munich main station.
  • Competitive compensation, a startup culture, and an international, dynamic team.


How To Apply

To help us streamline the application process, we require:

  • Your CV or link to your relevant profile (e.g., GitHub, LinkedIn).
  • A maximum 1-page cover letter where you describe:
  • Your motivation for working in healthcare.
  • An example of your favorite computer vision problem you’ve tackled (academic or work-related).


Please also include:

  • Your availability.
  • Salary expectations.


Applications that do not meet these criteria will not be considered.

Key Skills

Ranked by relevance

c ai ui ha computer vision deep learning machine learning postgresql tensorflow pytorch python devops cloud git sql aws gcp esp lan ios eop cis san nat
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Country Guide

Germany

Strong tech sector & EU Blue Card visa

Posted
Dec 13, 2024
Type
Contract
Level
Associate
Location
Germany
Company
deepeye Medical

Industries

IT Services IT Consulting

Categories

Science

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