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About This Role
- You will join the Neural Network Compression Tools team within the OpenVINO Developer Tools organization.
- As an AI Research Engineer/Scientist, you will drive the development of the Neural Network Compression Framework (NNCF).
- Your responsibilities will include the research and development of state-of-the-art (SOTA) compression algorithms, specifically tailored for high-performance neural network inference optimization within the OpenVINO ecosystem.
Qualifications
- Master's or PhD in Computer Science, Mathematics, or a related field (with a focus on AI/Deep Learning). - Experienced in Python programming as well as understanding of modern programming paradigms and patterns. - Proven experience in Deep Learning model optimization (specifically Quantization, Pruning, or Sparsity). - Experienced in model training frameworks such as PyTorch or TensorFlow, and inference solutions such as OpenVINO. - At least 3 years of software development. - Spoken and written English: upper-intermediate or advanced.
- Preferred (Nice-to-Have) Qualifications: - Hardware Awareness: Understanding of how neural networks map to hardware (CPU, GPU, NPU) and why specific optimizations are necessary for memory-constrained environments. - Familiarity with modern Large Language Model architectures (Transformers, Diffusers, etc.).
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791 positions
Job ID
/job/Ireland-Leixlip/AI-Research-Engineer-Scientist--OpenVINO--NNCF-_JR0283759
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