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Research Associate – Neural Networks on Neuromorphic Systems(m/w/x)
Researching, developing, and implementing neuromorphic AI systems, optimizing Spiking Neural Networks. Python programming and SNN implementation experience required. Hybrid work, ongoing professional seminars.
Requirements
- University degree in Machine Learning, Deep Learning, AI, or Neuroinformatics
- Experience implementing and training Spiking Neural Networks
- Profound Python programming skills
- Advantageous: C++, C#, Julia or similar programming languages
- Translate scientific findings into applicable solutions
- Independently evaluate ideas
- Structured work manner
- Quick familiarization with new technical-scientific contexts
- Excellent English skills
- Good German skills or willingness to learn German
- Willingness to travel to national and international events
- Attend team meetings in Erlangen regularly
Tasks
- Research neuromorphic AI systems
- Develop neuromorphic AI systems
- Implement neuromorphic AI systems
- Optimize AI algorithms, especially Spiking Neural Networks
- Develop tools, methods, and benchmarks for neuromorphic hardware
- Simulate AI algorithms on neuromorphic hardware
- Implement robust neuromorphic system solutions for edge applications
- Collaborate with hardware developers and other experts
- Engage in hardware-software co-design
- Create optimal system solutions
- Contribute ideas to future hardware concepts
- Lead technical aspects of research and development projects
- Guide project staff on technical matters
- Elaborate on technical aspects of project proposals
- Contribute to public outreach for Neuromorphic Computing research
Education
- Bachelor's degree
Languages
- English – Business Fluent
- German – Advanced
Tools & Technologies
- Python
- C++
- C#
- Julia
- Spiking Neural Networks
- neuromorphic hardware
Benefits
Flexible Working
- Flexible working hours
- Hybrid work
Learning & Development
- Ongoing professional seminars
- Ongoing personal seminars
- Language classes
Mentorship & Coaching
- Coaching
Not a perfect match?
- Fraunhofer-Institut für Integrierte Schaltungen IISFull-time/Part-timeTemporary contractWith HomeofficeNot specifiedHeilbronn
- Fraunhofer-Institut für Integrierte Schaltungen IIS
Project Manager – Neuromorphic Computing and Edge AI(m/w/x)
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Business Development Manager – Neuromorphic Computing(m/w/x)
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Projektleiter:in – Neuromorphic Computing und Edge AI(m/w/x)
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Research Assistant - Software Security & Program Analysis(m/w/x)
Full-time/Part-timeWith HomeofficeExperiencedDarmstadt, Heilbronn
Research Associate – Neural Networks on Neuromorphic Systems(m/w/x)
Researching, developing, and implementing neuromorphic AI systems, optimizing Spiking Neural Networks. Python programming and SNN implementation experience required. Hybrid work, ongoing professional seminars.
Requirements
- University degree in Machine Learning, Deep Learning, AI, or Neuroinformatics
- Experience implementing and training Spiking Neural Networks
- Profound Python programming skills
- Advantageous: C++, C#, Julia or similar programming languages
- Translate scientific findings into applicable solutions
- Independently evaluate ideas
- Structured work manner
- Quick familiarization with new technical-scientific contexts
- Excellent English skills
- Good German skills or willingness to learn German
- Willingness to travel to national and international events
- Attend team meetings in Erlangen regularly
Tasks
- Research neuromorphic AI systems
- Develop neuromorphic AI systems
- Implement neuromorphic AI systems
- Optimize AI algorithms, especially Spiking Neural Networks
- Develop tools, methods, and benchmarks for neuromorphic hardware
- Simulate AI algorithms on neuromorphic hardware
- Implement robust neuromorphic system solutions for edge applications
- Collaborate with hardware developers and other experts
- Engage in hardware-software co-design
- Create optimal system solutions
- Contribute ideas to future hardware concepts
- Lead technical aspects of research and development projects
- Guide project staff on technical matters
- Elaborate on technical aspects of project proposals
- Contribute to public outreach for Neuromorphic Computing research
Education
- Bachelor's degree
Languages
- English – Business Fluent
- German – Advanced
Tools & Technologies
- Python
- C++
- C#
- Julia
- Spiking Neural Networks
- neuromorphic hardware
Benefits
Flexible Working
- Flexible working hours
- Hybrid work
Learning & Development
- Ongoing professional seminars
- Ongoing personal seminars
- Language classes
Mentorship & Coaching
- Coaching
About the Company
Fraunhofer-Institut für Integrierte Schaltungen IIS
Industry
Research
Description
Das Unternehmen ist eines der weltweit führenden Institute für anwendungsorientierte Forschung in den Bereichen Künstliche Intelligenz, Mikroelektronik und Datenerfassung.
Not a perfect match?
- Fraunhofer-Institut für Integrierte Schaltungen IIS
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Project Manager – Neuromorphic Computing and Edge AI(m/w/x)
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Business Development Manager – Neuromorphic Computing(m/w/x)
Full-time/Part-timeTemporary contractWith HomeofficeExperiencedHeilbronn - Fraunhofer-Institut für Integrierte Schaltungen IIS
Projektleiter:in – Neuromorphic Computing und Edge AI(m/w/x)
Full-time/Part-timeTemporary contractWith HomeofficeExperiencedHeilbronn - Fraunhofer-Gesellschaft
Research Assistant - Software Security & Program Analysis(m/w/x)
Full-time/Part-timeWith HomeofficeExperiencedDarmstadt, Heilbronn