Researcher - 3D Computer Vision and Generative Modeling

Huawei Technologies Canada Co., Ltd.

$106K — $156K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Advanced degree (Ph.D. preferred) in Computer Science, Robotics, or related field
  • Deep knowledge of 3D computer vision and generative modeling techniques
  • Strong programming skills in Python and/or C++
  • Experience with deep learning frameworks, such as PyTorch
  • Strong publication record in top-tier conferences in computer vision and machine learning

Responsibilities

  • Contribute independently to R&D in 3D computer vision and generative modeling
  • Collaborate with cross-functional teams for real-world integration
  • Mentor junior engineers and interns, promoting collaboration
  • Develop intellectual property through patents and publications
  • Stay updated on advancements in computer vision and ML
  • Manage projects and deliver results on time

Benefits

  • Work within a supportive and innovative team environment
  • Hands-on involvement in cutting-edge research
  • Opportunity for mentoring and leadership
  • Access to professional development opportunities
  • Direct review of applications by the hiring team
Full Job Description
About the job:
  • Independently contribute to research and development efforts within the area of 3D computer vision and generative modeling.
  • Collaborate closely with cross-functional teams to integrate solutions into the broader real-world application system.
  • Mentor and guide junior engineers and interns, fostering a collaborative and innovative team environment.
  • Contribute to the development of our intellectual property portfolio through patent filings and publications.
  • Stay abreast of the latest research and advancements in computer vision and machine learning. Proactively identify opportunities for innovation.
  • Independently manage projects and deliver high-quality results within established timelines.


The total target annual compensation for this position ranges from $106,000 to $156,000 depending on education, experience, and demonstrated expertise.

About the Ideal Candidate
  • Advanced degree (Ph.D. preferred) in Computer Science, Robotics, or a related field with a focus on computer vision and machine learning.
  • Deep understanding of 3D computer vision and generative modeling algorithms and techniques, such as 3D reconstruction, visual geometry transformer, Gaussian splatting, diffusion model, image generation, video generation, and multi-modal generation.
  • Strong programming skills in Python and/or C++, with experience using deep learning frameworks (such as PyTorch).
  • Excellent problem-solving and analytical skills, with the ability to tackle complex technical challenges.
  • A strong publication record in top-tier computer vision and machine learning conferences (e.g., CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, AAAI, SIGGRAPH).


Additional Information

All applications for this position are reviewed directly by our hiring team, we do not use artificial intelligence tools to screen or select candidates.

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