Sr. Principal Architect

Key Skills

Python Programming, Scala Programming, C++, Java Programming, Machine learning techniques, Data science techniques, SQL, Apache Hadoop, MapReduce, TensorFlow, PyTorch

Job Description

We are looking for a talented, experienced, and motivated Senior Principal Architect to join our AI platform team. Our mission is to make the cutting edge deep learning models achieve high accuracy and fast performance with Huawei's own AI strategy and full-stack portfolio, including a series of AI chips, cloud services, and products. As a Senior Principal Architect, you will also be leading the communication to both academic and industrial AI communities, to promote our research work and Huawei's AI Ecosystem. This AI Platform Senior Principal Architect role requires both broad and deep technology knowledge in this domain, will be responsible for define the next generation of AI platform to support Huawei Cloud & AI business.

Responsibilities

• Lead a team in research of algorithms on accelerating the training of the market-driven AI models on Huawei’s Ascend Platform, reaching/exceeding the state-of-the-art accuracy.
• Publish high-quality AI research papers, and attend conferences to promote Huawei’s AI Ecosystem;
• Track the trend of AI theory and technology development in the world and generate research report and proposals.
• ?File high-value patents on critical algorithms and processes.
• ?Drive collaborations with other teams from Huawei’s global research centers.
• ?Plan project and technology roadmap.

Qualifications

• Graduate degree in Computer Science, Math/Statistics, focusing on AI & Deep Learning with solid publication records.
• 5+ years working experience in optimizing performance of training deep learning models and/or their applications to CV/NLP/GNN domains.
• Expert knowledge of AI accelerators and the full stack of AI acceleration system.
• Strong math background in acceleration algorithms, such as gradient descent optimization, loss functions, new model architecture, mix precision, model compression, learning technologies (e.g., meta-learning), etc.
• Hands-on programming skills in C++/Python, experience with Tensorflow/PyTorch/Keras/MXNet.
• Excellent written and verbal communication skills for documentation and presentation.
• Team leader experience in AI industry is preferred.

Additional Information

We appreciate your interests and would like you to understand that only a short list of candidates will be contacted.