AI Researcher

4 weken geleden

Eindhoven, Noord-Brabant, Nederland imec Voltijd
Job Description:

As an AI Researcher at imec, you will play a key role in the development of next-generation AI solutions for robotics and automotive applications. Your primary responsibility will be to prototype AI enablement using neural network algorithms, combining imec technology research with state-of-the-art components. You will work closely with the IC design team to conduct research in new neural network architectures and develop novel algorithms for model compactness, efficient mapping, and adaptation post-deployment. Additionally, you will engage in algorithm-hardware co-design, investigating and deriving architectural improvements, optimizations, and new features for imec's AI accelerators and sensor solutions.

Responsibilities:
  • Experiment with neuromorphic principles to improve the energy and/or latency efficiency of edge AI processing, and integrate them in models, algorithms, and system architectures.
  • Develop novel algorithms for model compactness, efficient mapping, and/or adaptation post-deployment to improve the resource efficiency and performance of edge AI processing.
  • Port ideas of neuromorphic sensing and communication in imec's sensor solutions to improve the data-efficiency, communication-efficiency and duty cycling.
  • Engage in algorithm-hardware co-design by investigating and deriving architectural improvements, optimizations, and new features for imec's AI accelerators and sensor solutions.
  • Develop and evaluate prototypes of novel and efficient neural algorithms on CTOS (GPU, DPU, TPU, and on imec's new Neuromorphic IC's.
  • Publish research outputs and new ideas in high impact journals and conferences.
  • Contribute to project proposals for acquisition of national and EU funding.
  • Collaborate and provide support to other teams at imec about promoting/integrating edge-AI/neuromorphic solutions in their workflows or products.
  • Interact with customers and (academic) partners as a technical interface for existing and new collaborations.
  • Actively contribute to the evolution of imec's AI / Neuromorphic roadmap.

What We Offer:
As an AI Researcher at imec, you will have the opportunity to work on a number of challenges to the design of efficient (brain-like) chips: scalable, energy-efficient, highly flexible network architectures that can learn with incredible efficiency. Imec offers a wide range of training possibilities and a 100% employer-paid pension plan. For international candidates, we provide support in the relocation process.

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