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Universitätsklinikum Erlangen
4d ago

Postdoctoral Researcher – AI-based Multi-Omics in Computational Biomedicine(m/w/x)

Erlangen
Full-timeOn-siteJunior
AI/ML

Description

You will drive medical breakthroughs by applying advanced AI models to multi-omics data, collaborating with experts to uncover molecular insights into Parkinson’s and inflammatory diseases.

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Requirements

  • PhD in Bioinformatics, Computational Biology, Data Science, or related field
  • Strong background in machine learning and statistical modeling
  • 1–3 years of postdoctoral or equivalent research experience
  • Track record of publications in peer-reviewed journals
  • Experience with multi-omics data integration
  • Proficiency in Python/R and deep learning frameworks
  • Strong interest in translational biomedical research

Education

Doctoral / PhD

Work Experience

1 - 3 years

Tasks

  • Develop AI models for integrative multi-omics analysis
  • Apply graph neural networks and variational autoencoders
  • Construct molecular interaction networks across various data types
  • Analyze transcriptomic, proteomic, and metabolomic data
  • Perform biomarker discovery and simulation-based perturbation analyses
  • Collaborate with clinicians and experimental scientists
  • Publish research findings in high-impact journals
  • Contribute to open-source software development

Tools & Technologies

PythonRPyTorchTensorFlow

Languages

EnglishBusiness Fluent

Benefits

Startup Environment

  • Interdisciplinary research environment

Modern Equipment

  • State-of-the-art computational infrastructure

Informal Culture

  • National and international collaboration
  • Motivated and open-minded team

Job Security

  • Secure and stable position

Retirement Plans

  • Additional pension coverage (VBL)

Diverse Work

  • Interesting and varied position

Mentorship & Coaching

  • Structured onboarding

Learning & Development

  • Qualified training

Healthcare & Fitness

  • Comprehensive health promotion program
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