Doc PersonalBeratung GmbH
Ärztlicher Weiterbildungsassistent(m/w/x)
Full-time/Part-timeOn-siteNot specified
Magdeburg
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GEGerman Center for Neurodegenerative Diseases (DZNE)
Postdoctoral Researcher in AI and Neurodegeneration(m/w/x)
Magdeburg
Full-timeOn-site
AI/ML
Data Science
Nejo AI Summary
Designing novel representation learning architectures, disease progression, and latent multimodal dynamics models at a neurodegenerative disease research center. PhD in Machine Learning or related field, with proven expertise in disease progression modeling or deep generative models required. International exchange opportunities.
Requirements
- PhD in Machine Learning, Computational Neuroscience, Biomedical Data Science, Physics, Applied Math, or related fields
- Proven expertise in representation learning, disease progression modeling, Bayesian or deep generative models
- Proficiency in Python and common ML frameworks (PyTorch, TensorFlow, scikit-learn)
- Highly desirable experience with neuroimaging (MRI or PET) or medical datasets
- Excellent scientific writing, critical thinking, and communication skills
- Motivation for collaborative, translational, and interdisciplinary work
Tasks
- Conduct and publish high-impact AI research on neurodegeneration.
- Design and implement novel representation learning architectures.
- Implement SSL, contrastive learning, and uncertainty quantification.
- Design and implement disease progression models.
- Implement latent multimodal dynamics models.
- Integrate MRI, PET, cognitive, and fluid biomarker data.
- Contribute to collaborative studies.
- Mentor junior researchers.
Education
- Doctoral / PhD
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- scikit-learn
- MRI
- PET
Benefits
Competitive Pay
- Annual special payment
Additional Allowances
- Capital-forming benefits
Retirement Plans
- VBL supplementary pension
Workation & Sabbatical
- International exchange opportunities
Mentorship & Coaching
- Individual onboarding
Flexible Working
- Flexible working hours
More Vacation Days
- 30 days vacation
- Free days on Christmas Eve and New Year's Eve
Public Transport Subsidies
- Subsidized public transport tickets
Learning & Development
- Tailored training offers
Career Advancement
- Annual performance reviews
Family Support
- Family service
Ergonomic Workplace
- Occupational health measures
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of German Center for Neurodegenerative Diseases (DZNE) and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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GEGerman Center for Neurodegenerative Diseases (DZNE)
Postdoctoral Researcher in AI and Neurodegeneration(m/w/x)
Magdeburg
Full-timeOn-site
AI/ML
Data Science
Nejo AI Summary
Designing novel representation learning architectures, disease progression, and latent multimodal dynamics models at a neurodegenerative disease research center. PhD in Machine Learning or related field, with proven expertise in disease progression modeling or deep generative models required. International exchange opportunities.
Requirements
- PhD in Machine Learning, Computational Neuroscience, Biomedical Data Science, Physics, Applied Math, or related fields
- Proven expertise in representation learning, disease progression modeling, Bayesian or deep generative models
- Proficiency in Python and common ML frameworks (PyTorch, TensorFlow, scikit-learn)
- Highly desirable experience with neuroimaging (MRI or PET) or medical datasets
- Excellent scientific writing, critical thinking, and communication skills
- Motivation for collaborative, translational, and interdisciplinary work
Tasks
- Conduct and publish high-impact AI research on neurodegeneration.
- Design and implement novel representation learning architectures.
- Implement SSL, contrastive learning, and uncertainty quantification.
- Design and implement disease progression models.
- Implement latent multimodal dynamics models.
- Integrate MRI, PET, cognitive, and fluid biomarker data.
- Contribute to collaborative studies.
- Mentor junior researchers.
Education
- Doctoral / PhD
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- scikit-learn
- MRI
- PET
Benefits
Competitive Pay
- Annual special payment
Additional Allowances
- Capital-forming benefits
Retirement Plans
- VBL supplementary pension
Workation & Sabbatical
- International exchange opportunities
Mentorship & Coaching
- Individual onboarding
Flexible Working
- Flexible working hours
More Vacation Days
- 30 days vacation
- Free days on Christmas Eve and New Year's Eve
Public Transport Subsidies
- Subsidized public transport tickets
Learning & Development
- Tailored training offers
Career Advancement
- Annual performance reviews
Family Support
- Family service
Ergonomic Workplace
- Occupational health measures
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of German Center for Neurodegenerative Diseases (DZNE) and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
German Center for Neurodegenerative Diseases (DZNE)
Industry
Research
Description
The DZNE conducts research on neurodegenerative diseases, focusing on population-based studies and deep phenotyping.
Not a perfect match?
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Key Account Manager Neurologie(m/w/x)
Full-timeOn-siteExperiencedBerlin, Frankfurt (Oder), Magdeburg, Rostock, Prenzlau