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FRFraunhofer-Institut für Integrierte Schaltungen IIS

Research Associate – Neural Networks on Neuromorphic Systems(m/w/x)

Heilbronn
Full-time, Part-timeWith Home Office
AI/ML
Data Science

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

  • EnglishBusiness Fluent
  • GermanAdvanced

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
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