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Researcher – 3D Computer Vision and Generative Modeling

  • Markham, ON, Canada

On-site

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

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Job details

Pay
The total target annual compensation for this position ranges from $106,000 to $156,000 depending on education, experience, and demonstrated expertise.
Job type
Full-time
Workplace
On-site
Posting language
English
Posted

Original job description

Huawei Canada has an immediate permanent opening for a Senior Researcher.

About the Team:

Founded in 2012, the Noah’s Ark lab has evolved into a prominent research organization with notable achievements in academia and industry. The lab’s mission focuses on advancing artificial intelligence and related fields to benefit the company and society. Driven by impactful, long-term projects, the aim is to enhance state-of-the-art research while integrating innovations into the company's products and services, including LLMs, RL, NLP, computer vision, AI theory, and Autonomous driving.

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

Huawei Canada is committed to a fair, inclusive, and accessible recruitment process. If you require accommodation during any stage of the hiring process, please let us know and we will work with you to meet your needs.

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

More about this job

Responsibilities

The Senior Researcher at Huawei will lead independent research on 3D computer vision and generative models, working with cross-functional teams to bring solutions into real products. The role also mentors junior engineers and interns and contributes patents and publications.

Requirements

Candidates need an advanced degree, preferably a Ph.D., in computer science, robotics or a related field focused on computer vision and machine learning. They also need deep expertise in 3D reconstruction and generative modeling, strong Python or C++ skills with PyTorch, and publications at top conferences.

Skills

  • Python
  • C++
  • PyTorch
  • Deep learning frameworks
  • 3D reconstruction
  • Gaussian splatting
  • Diffusion models
  • Image generation
  • Video generation
  • Multi-modal generation
  • Visual geometry transformer
  • Computer vision
  • Machine learning
  • Research and development
  • Patent filing
  • Scientific publication
  • Mentoring
  • Cross-functional collaboration
  • Problem solving
  • Project management

Categories

  • Technology
  • Data & Analytics
  • Science & Research
  • Software

Keywords

  • 3D computer vision
  • generative modeling
  • 3D reconstruction
  • Gaussian splatting
  • diffusion model
  • image generation
  • video generation
  • multi-modal generation
  • visual geometry transformer
  • Python
  • C++
  • PyTorch
  • deep learning
  • machine learning
  • computer vision
  • CVPR
  • ICCV
  • ECCV
  • NeurIPS
  • ICML

Seniority

Senior

Tools

  • PyTorch
  • Python
  • C++

Languages

  • English

Fields of study

  • Computer Science
  • Robotics
  • Computer Vision
  • Machine Learning

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