Wissenschaftliche*r Mitarbeiter*in für den Bereich Foundation Models & Neuromorphic Edge AI
Karlsruhe, Entgeltgruppe 13
EUR 53K-53K (estimate) Entry-level Full Time
Tasks
- Analyze foundation model architectures for reduced memory compute latency energy
- Apply model compression techniques for edge optimization
- Collaborate with industry and academic research partners on projects
- Deploy and benchmark models on embedded and edge platforms
- Design and evaluate transformer based neuromorphic and hybrid model architectures
- Develop resource efficient time series foundation models for edge systems
- Implement and evaluate models with modern machine learning frameworks
- Perform hardware aware training for edge AI accelerators
- Publish research results in conferences and journals
- Validate models using industrial datasets
Perks/Benefits
- Flexible working hours
- Paid vacation time
- Professional development budget
- Support for health and wellbeing
- Training and feedback sessions
Skills/Tech-stack
AI accelerators | C++ | Deep learning | Edge AI | Embedded Linux | Embedded Systems | Hardware-aware training | Knowledge Distillation | Machine Learning | Model Compression | Neural Networks | Neuromorphic Computing | Pruning | PyTorch | Python | Quantization | Spiking Neural Networks | Time Series | Time series machine learning | Transformers
Education
Regions
Countries
States
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