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Neuromorphic Engineer(m/w/x)
Developing software standards and real-time systems for sensors and actuators, optimizing mathematical models. Dedication to crafting high-quality, maintainable code essential. Reallocation benefits available.
Anforderungen
- Dedication to crafting maintainable, high-quality code
- High flexibility and adaptability
- Tranquility under pressure
- Appetite for learning and problem solving
- Critical thinking
- Effective communication skills
- Keenness to collaborate with external partners
- Proper time management
- Highly autodidact, independent, and proactive
- BSc, MSc, or Dipl.-Ing. in Computer Science, Electrical Engineering, Computer Engineering, Physics, Mathematical sciences, or related computationally intensive field
- Strong understanding of neuromorphic computing principles and architectures
- Proficiency in Python, C, and C++ programming
- Experience with modern Neuromorphic (e.g., Lava, sPyNNaker, snntorch, norse, spyx or PyNN)
- Familiarity with SNN training techniques (e.g., surrogate gradients, STDP)
- Experience developing/optimizing ML models, Neuromorphic models, or applications in DSPs, GPUs (CUDA-based), HPC clusters, or low-level compilers
- Solid knowledge of virtualization and containerization (Docker)
- High flexibility and adaptability in AI field
- Dr.-Ing. or PhD in Computer Science, Electrical Engineering, Computer Engineering, Physics, Mathematical sciences, or related computationally intensive field
- Hands-on experience with neuromorphic hardware (e.g., SpiNNaker, Intel Loihi, IBM TrueNorth)
- Participation in neuromorphic computing or ML research papers
- Experience deploying ML or Neuromorphic models at large scale
- Familiarity with combinatorial optimization algorithms
- Strong mathematical background
- Active contributor on Github or other software development hosting service
Aufgaben
- Develop Neuromorphic software and standards.
- Optimize a wide variety of applications and mathematical models.
- Benchmark a wide variety of applications and mathematical models.
- Design real-time software for sensors and actuators.
- Develop real-time software for sensors and actuators.
- Test real-time software for sensors and actuators.
- Deploy real-time software for sensors and actuators.
- Maintain real-time software for sensors and actuators.
- Enhance real-time software for sensors and actuators.
- Develop large-scale neuromorphic models at supercomputer scale.
- Create technical documentation for experimental results.
- Create technical documentation for exploration processes.
- Create technical documentation for detailed literature studies.
- Adapt traditional algorithms and computational models to neuromorphic hardware.
- Implement state-of-the-art Spiking Neural Networks in CUDA-based frameworks.
- Implement state-of-the-art Spiking Neural Networks on custom SpiNNcloud hardware.
Ausbildung
- Bachelor-AbschlussODER
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- C
- C++
- Lava
- sPyNNaker
- snntorch
- norse
- spyx
- PyNN
- DSPs
- GPUs
- CUDA
- Docker
- SpiNNaker
- Intel Loihi
- IBM TrueNorth
- Github
Benefits
Sonstige Vorteile
- Reallocation benefits
Lockere Unternehmenskultur
- Flexible and inclusive work environment
Noch nicht perfekt?
- SEMRONVollzeitnur vor OrtBerufserfahrenDresden
- SAP
(Senior) Developer for Sovereign Cloud Onsite / ApeiroRA / EU AI Projects(m/w/x)
Vollzeit/Teilzeitnur vor OrtSeniorBerlin, Dresden, München, St. Leon-Rot - Huawei Research Center Germany & Austria
Intern - AI Systems Research(m/w/x)
VollzeitPraktikumnur vor OrtDresden - Huawei
Industrial PhD Student in System Software Research(m/w/x)
Vollzeitnur vor OrtKeine AngabeDresden - ramblr GmbH
DevOps / MLOps Engineer(m/w/x)
Vollzeitnur vor OrtBerufserfahrenDresden
Neuromorphic Engineer(m/w/x)
Developing software standards and real-time systems for sensors and actuators, optimizing mathematical models. Dedication to crafting high-quality, maintainable code essential. Reallocation benefits available.
Anforderungen
- Dedication to crafting maintainable, high-quality code
- High flexibility and adaptability
- Tranquility under pressure
- Appetite for learning and problem solving
- Critical thinking
- Effective communication skills
- Keenness to collaborate with external partners
- Proper time management
- Highly autodidact, independent, and proactive
- BSc, MSc, or Dipl.-Ing. in Computer Science, Electrical Engineering, Computer Engineering, Physics, Mathematical sciences, or related computationally intensive field
- Strong understanding of neuromorphic computing principles and architectures
- Proficiency in Python, C, and C++ programming
- Experience with modern Neuromorphic (e.g., Lava, sPyNNaker, snntorch, norse, spyx or PyNN)
- Familiarity with SNN training techniques (e.g., surrogate gradients, STDP)
- Experience developing/optimizing ML models, Neuromorphic models, or applications in DSPs, GPUs (CUDA-based), HPC clusters, or low-level compilers
- Solid knowledge of virtualization and containerization (Docker)
- High flexibility and adaptability in AI field
- Dr.-Ing. or PhD in Computer Science, Electrical Engineering, Computer Engineering, Physics, Mathematical sciences, or related computationally intensive field
- Hands-on experience with neuromorphic hardware (e.g., SpiNNaker, Intel Loihi, IBM TrueNorth)
- Participation in neuromorphic computing or ML research papers
- Experience deploying ML or Neuromorphic models at large scale
- Familiarity with combinatorial optimization algorithms
- Strong mathematical background
- Active contributor on Github or other software development hosting service
Aufgaben
- Develop Neuromorphic software and standards.
- Optimize a wide variety of applications and mathematical models.
- Benchmark a wide variety of applications and mathematical models.
- Design real-time software for sensors and actuators.
- Develop real-time software for sensors and actuators.
- Test real-time software for sensors and actuators.
- Deploy real-time software for sensors and actuators.
- Maintain real-time software for sensors and actuators.
- Enhance real-time software for sensors and actuators.
- Develop large-scale neuromorphic models at supercomputer scale.
- Create technical documentation for experimental results.
- Create technical documentation for exploration processes.
- Create technical documentation for detailed literature studies.
- Adapt traditional algorithms and computational models to neuromorphic hardware.
- Implement state-of-the-art Spiking Neural Networks in CUDA-based frameworks.
- Implement state-of-the-art Spiking Neural Networks on custom SpiNNcloud hardware.
Ausbildung
- Bachelor-AbschlussODER
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- C
- C++
- Lava
- sPyNNaker
- snntorch
- norse
- spyx
- PyNN
- DSPs
- GPUs
- CUDA
- Docker
- SpiNNaker
- Intel Loihi
- IBM TrueNorth
- Github
Benefits
Sonstige Vorteile
- Reallocation benefits
Lockere Unternehmenskultur
- Flexible and inclusive work environment
Über das Unternehmen
SpiNNcloud Systems GmbH
Branche
IT
Beschreibung
SpiNNcloud Systems GmbH is focused on AI inference products, partnering with Engineering, Research, Marketing, and Sales to translate technical differentiation into customer value.
Noch nicht perfekt?
- SEMRON
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(Senior) Developer for Sovereign Cloud Onsite / ApeiroRA / EU AI Projects(m/w/x)
Vollzeit/Teilzeitnur vor OrtSeniorBerlin, Dresden, München, St. Leon-Rot - Huawei Research Center Germany & Austria
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VollzeitPraktikumnur vor OrtDresden - Huawei
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Vollzeitnur vor OrtKeine AngabeDresden - ramblr GmbH
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Vollzeitnur vor OrtBerufserfahrenDresden