deepeye Medical

Junior Data Scientist/Engineer - AI Medical Imaging

deepeye Medical

full-time

Posted on:

Location Type: Hybrid

Location: Munich • Germany

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Job Level

Junior

Tech Stack

PostgresPythonPyTorchTensorflow

About the role

  • Develop and optimize machine learning algorithms for medical imaging applications to improve the accuracy and efficiency of ophthalmic diagnostics.
  • Collaborate with cross-functional teams, including software engineers and clinicians, to integrate AI solutions into existing clinical workflows and tools.
  • Analyze large datasets from diverse sources to ensure data quality and integrity, and to train and validate AI models for detecting eye-related diseases.
  • Stay up to date with the latest developments in AI and medical imaging technologies and apply innovative approaches to improve products and patient outcomes.

Requirements

  • 2+ years of applied experience in computer vision and medical image analysis, including 2D/3D image processing, segmentation, and spatial normalization.
  • Initial professional experience in industry applying machine learning and deep learning, including practical knowledge of CNNs and U-Net architectures.
  • Strong programming skills in Python and experience with common machine learning frameworks such as PyTorch or TensorFlow.
  • A degree in Data Science, Computer Science, Bioengineering, (Medical) Physics, or a similar quantitative field.
  • Experience analyzing and managing data using relational databases such as PostgreSQL.
  • Experience collaborating in interdisciplinary teams of clinicians, data scientists, data engineers, and software developers.
  • Fluent English skills (C1 or higher).
Benefits
  • Direct impact on improving patients' quality of life by preventing blindness.
  • High personal ownership of your projects and the opportunity for rapid professional growth.
  • Flexible working hours and remote work options.
  • Competitive compensation and a vibrant startup culture within a great international team.
  • A central office in Munich's startup hub.
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
machine learningdeep learningcomputer vision2D image processing3D image processingimage segmentationspatial normalizationPythonCNNsU-Net
Soft Skills
collaborationinterdisciplinary teamworkcommunication