SEMRON
NPU Architect(m/w/x)
Full-timeOn-siteExperienced
Dresden
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SPSpiNNcloud Systems GmbH
Neuromorphic Engineer(m/w/x)
Dresden
Full-timeOn-site
AI/ML
Nejo AI Summary
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.
Requirements
- 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
Tasks
- 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.
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- C
- C++
- Lava
- sPyNNaker
- snntorch
- norse
- spyx
- PyNN
- DSPs
- GPUs
- CUDA
- Docker
- SpiNNaker
- Intel Loihi
- IBM TrueNorth
- Github
Benefits
Other Benefits
- Reallocation benefits
Informal Culture
- Flexible and inclusive work environment
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of SpiNNcloud Systems GmbH 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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SPSpiNNcloud Systems GmbH
Neuromorphic Engineer(m/w/x)
Dresden
Full-timeOn-site
AI/ML
Nejo AI Summary
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.
Requirements
- 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
Tasks
- 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.
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- C
- C++
- Lava
- sPyNNaker
- snntorch
- norse
- spyx
- PyNN
- DSPs
- GPUs
- CUDA
- Docker
- SpiNNaker
- Intel Loihi
- IBM TrueNorth
- Github
Benefits
Other Benefits
- Reallocation benefits
Informal Culture
- Flexible and inclusive work environment
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of SpiNNcloud Systems GmbH 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
SpiNNcloud Systems GmbH
Industry
IT
Description
SpiNNcloud Systems GmbH is focused on AI inference products, partnering with Engineering, Research, Marketing, and Sales to translate technical differentiation into customer value.
Not a perfect match?
- SEMRON
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(Senior) Developer for Sovereign Cloud Onsite / ApeiroRA / EU AI Projects(m/w/x)
Full-time/Part-timeOn-siteSeniorBerlin, Dresden, München, St. Leon-Rot - Huawei
Industrial PhD Student in System Software Research(m/w/x)
Full-timeOn-siteNot specifiedDresden - ramblr GmbH
DevOps / MLOps Engineer(m/w/x)
Full-timeOn-siteExperiencedDresden