Senior Researcher - 3D Computer Vision and Generative Modeling

Huawei

$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 focused on computer vision and machine learning.
  • Deep understanding of 3D computer vision and generative modeling techniques.
  • Strong programming skills in Python and/or C++, and experience with deep learning frameworks such as PyTorch.
  • Excellent problem-solving and analytical skills for complex technical challenges.
  • Strong publication record in top-tier conferences in the field.

Responsibilities

  • Contribute independently to research and development in 3D computer vision and generative modeling.
  • Collaborate with cross-functional teams to integrate solutions into practical applications.
  • Mentor junior engineers and interns to promote a collaborative environment.
  • Develop intellectual property through patent filings and publications.
  • Stay updated on advancements in computer vision and machine learning, and identify innovation opportunities.
  • Manage projects independently while delivering high-quality results on time.

Benefits

  • Opportunity to mentor and guide others in a collaborative environment.
  • Engagement in innovative research contributing to the company's intellectual property.
  • Direct involvement in diverse projects with real-world applications.
  • Access to cutting-edge technologies and research insights.
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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