Embedded AI/ML Expert
7 dagen geleden
We are seeking an expert in Embedded AI/ML to contribute to the development and optimization of AI models for real-world applications, particularly for automotive, IoT, and industrial markets. This role will involve supporting high-performance computing farms for AI training, optimizing EdgeAI software, and working on radar systems and sensor fusion techniques.
Responsibilities:- Evaluate and track the latest Edge AI optimization technologies.
- Apply techniques like quantization, pruning, and neural architecture search for both discriminative and generative AI.
- Build demonstrators and proof-of-concepts for AI methodologies at the Edge.
- Work on AI for radar-systems and sensor functionalities.
- Collaborate on EU-supported projects with universities and external partners.
- MSc, PhD, or PDEng in Computer Science or a related field.
- 5+ years of experience in software engineering, with a focus on Machine Learning/AI.
- Experience with embedded systems, NPU accelerators, and AI frameworks (PyTorch, TensorFlow).
- Proficiency in C, C++, Python, and Bash on Linux systems.
- Familiarity with ML-Ops environments, build systems (YOCTO), and cross-compilation for ARM.
- Knowledge of AI toolchains and inference engines (CUDA, TensorRT, TFLite, ONNX).
- Experience with on-device and federated learning is a plus.
- Familiarity with next-gen computing technologies like neuromorphic and in-memory computing is beneficial.
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