Senior Technical VP

1 month ago

Markham ON, Canada Huawei Canada Full time

Our team has an immediate permanentopening for a Senior Technical VP. Responsibilities :

  • Spearhead algorithm competitiveness planning and research and development efforts to guarantee the product's industry leadership and commercial triumph.
  • Conduct in-depth analysis of technological development trends in AI computing, providing invaluable insights and defining project roadmaps for key AI technologies.
  • Lead the charge in algorithm innovation and establish a robust core technology framework, driving the forefront of advancements in the field.
  • Assemble a team of industry-leading algorithm experts with unparalleled innovation capabilities, ensuring our products' algorithmic competitiveness secures the top position in the industry.

What you’ll bring to the team：

  • Possesses a degree in Computer Science, Mathematics/Statistics, Engineering, or related fields, establishing a strong academic foundation for the role.
  • Accumulates 5~10 years of hands-on experience in deep learning or its applications to NLP/Multimodal/Speech/CV, showcasing extensive expertise.
  • Demonstrates 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.
  • Experience in leading the design and development of large-scale research, projects, or products, reflecting a proven track record of impactful contributions.
  • Possesses 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.).
  • 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.
  • 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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