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Research Scientist for Efficient Computing
2 months ago
At Huawei Technologies Canada Co., Ltd., we are seeking a highly skilled Research Scientist to join our team and contribute to the development of innovative AI solutions for efficient computing.
Key Responsibilities:
- Design, implement, and integrate novel AI models and algorithms for efficient computing.
- Develop and evaluate new ideas for AI solutions, with a focus on efficient training, pruning, and knowledge distillation.
- Collaborate with our team to synthesize novel AI solutions and drive insights from experiments.
- Contribute to the proposal of high-impact intellectual properties, such as patents, and publish research papers in top-tier AI conferences.
Requirements:
- Ph.D. or Master's degree in Computer Science, Electrical and Computer Engineering, or a related field.
- Hands-on experience with deep learning architectures, such as Transformers, CNNs, RNNs, and AEs.
- Strong coding skills in Python, C/C++, or Java, and experience with AI/ML coding tools like PyTorch or TensorFlow.
- Project experience on efficient AI models, training, and inference, including pruning, knowledge distillation, and quantization.
- Good communication skills and a willingness to collaborate and self-motivate.
What We Offer:
- A dynamic and innovative work environment.
- Opportunities for professional growth and development.
- A competitive salary and benefits package.