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Postdoctoral Researcher(m/w/x)
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.
Let AI find the perfect jobs for you!
Upload your CV and Nejo AI will find matching job offers for you.
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
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
Languages
English – Business 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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Postdoctoral Researcher(m/w/x)
The AI Job Search Engine
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.
Let AI find the perfect jobs for you!
Upload your CV and Nejo AI will find matching job offers for you.
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
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
Languages
English – Business 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
About the Company
Scientific Computing Center (SCC)
Industry
IT
Description
The company performs tasks related to research, teaching, and innovation and provides comprehensive services within KIT and to external parties.
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