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Scientific Computing Center (SCC)
13d ago

Postdoctoral Researcher(m/w/x)

Eggenstein-Leopoldshafen
Full-timeWith Home OfficeExperienced
AI/ML
Data Science

Description

You will drive innovation in 3D imaging by developing distributed AI algorithms on supercomputing architectures, transforming how the scientific community analyzes petabyte-scale research data.

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Requirements

  • Master's degree and PhD in computer science, physics, mathematics or equivalent
  • Very good programming and software development skills, preferably in Python
  • Academic track record in deep learning, high-performance computing or parallel algorithms
  • Experience in data science for natural sciences and engineering

Education

Doctoral / PhD

Work Experience

approx. 1 - 4 years

Tasks

  • Develop parallel and distributed 3D image processing algorithms
  • Design scalable deep learning models for segmentation
  • Adapt Transformer and U-Net models for landmark detection
  • Optimize existing approaches within the HeAT software framework
  • Implement solutions on GPU-based HPC systems
  • Apply methods to synchrotron and neutron imaging data
  • Maintain high-quality, reproducible research code
  • Publish findings in peer-reviewed venues
  • Collaborate closely with domain scientists

Tools & Technologies

Python

Languages

EnglishBusiness Fluent

Benefits

Other Benefits

  • Excellent working conditions
  • Specific job-start training

Informal Culture

  • International work environment

Learning & Development

  • Further qualification offers

Flexible Working

  • Flexible working time models
  • Flexitime
  • Work from home

Healthcare & Fitness

  • Sports and leisure offers

Childcare

  • Child and holiday care

Public Transport Subsidies

  • EUR 25/month Job Ticket

Free or Subsidized Food

  • Canteens with varied food
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