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Principal Engineer - Neural Visual Computing

    • Markham, Ontario
  • fyl79

Job description

Huawei Canada has an immediate permanent opening for an Principal Engineer.


About the team:

The Computing Data Application Acceleration Lab aims to create a leading global data analytics platform organized into three specialized teams using innovative programming technologies. This team focuses on full-stack innovations, including software-hardware co-design and optimizing data efficiency at both the storage and runtime layers. This team also develops next-generation GPU architecture for gaming, cloud rendering, VR/AR, and Metaverse applications.

One of the goals of this lab are to enhance algorithm performance and training efficiency across industries, fostering long-term competitiveness.


About the job:

  • Lead the research and development efforts in AI accelerated neural rendering and neural video compression technologies.
  • Drive the evaluation of state-of-the-art (SOTA) algorithms, assessing their performance within the Huawei platform.
  • Architect and implement optimizations at both low-level software and hardware layers to enhance visual quality and computing speed.
  • Foster deep collaboration with cross-functional teams, providing strategic insights for hardware/software co-design features. 

Job requirements

About the ideal candidate:

  • Extensive experience and expertise in neural rendering techniques, such as DLSS, NeRF, 3DGS.
  • Demonstrated proficiency in Neural Video Compression techniques, including DVC, FVC, and DCVC.
  • A thorough understanding of traditional graphics rendering pipeline, such as rasterization and ray-tracing. 
  • Experience with AI assisted ray tracing acceleration.
  • Strong familiarity with traditional video codec (H26x/VPx/AVx).
  • Proficient in graphics API, such as Vulkan, OpenGL-ES/OpenGL.
  • Advanced programming skills in C/C++ and Python.
  • Knowledge of game engines such as O3DE/Unity/UE is an asset. 
  • Experience with Linux/Android platforms is an asset.

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