Senior Technical Vice President of Innovation

2 months ago

Markham, Ontario, Canada Huawei Technologies Canada Co., Ltd. Full time
About the Role

We are seeking a highly experienced and accomplished Senior Technical Vice President of Innovation to lead our AI research and development efforts. As a key member of our team, you will be responsible for driving the development of cutting-edge AI technologies and ensuring our products remain at the forefront of industry leadership.

Key Responsibilities
  • Strategic Planning and Research: Develop and execute a comprehensive strategy for AI research and development, identifying key areas of focus and opportunities for innovation.
  • Team Leadership: Lead a team of industry-leading algorithm experts, providing guidance and mentorship to ensure the team's success.
  • Algorithm Innovation: Drive the development of new and innovative AI algorithms, ensuring our products remain competitive in the market.
  • Technology Framework: Establish a robust core technology framework, driving the advancement of AI technologies and ensuring our products remain at the forefront of industry leadership.
Requirements
  • Education: Possess a degree in Computer Science, Mathematics/Statistics, Engineering, or a related field.
  • Experience: Accumulate 5-10 years of hands-on experience in deep learning or its applications to NLP/Multimodal/Speech/CV, showcasing extensive expertise.
  • Theoretical Foundation: Demonstrate a robust theoretical foundation with an in-depth understanding of state-of-the-art large models (Llama, GPT series, CLIP, BERT, etc.) and AI algorithms.
  • Leadership Experience: Experience in leading the design and development of large-scale research, projects, or products, reflecting a proven track record of impactful contributions.
  • Technical Expertise: Possess knowledge across the full stack of AI technologies, including optimizers, model compression, sparse training, low-rank decomposition, AI frameworks, and software & hardware co-optimization, along with accelerators (GPU, TPU, etc.).
  • Model Efficiency Optimization: Expertise in model efficiency optimization, encompassing considerations like throughput and time to accuracy. Familiarity with distributed training frameworks such as DeepSpeed, Megatron, torch.distributed, Colossal-AI is highly valued.
  • Publication Record: A solid publication record at top AI conferences is considered a valuable asset, showcasing a commitment to contributing to the advancement of the field.

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