Senior Applied Research Scientist - 3D Reconstruction & Deep Learning

Company: Geomagical Labs
Location: Palo Alto
Posted on: November 16, 2024

Job Description:

Geomagical Labs is a 3D R&D lab, in partnership with IKEA. We create magical mixed-reality experiences for hundreds of millions of users, using computer vision, neural networks, graphics, and computational photography. Last year we launched , and we're excited for what's next!We have an opening in our lab for a senior computer vision researcher, with 3D Reconstruction and Deep Learning expertise, to develop and improve the underlying algorithms powering our consumer products. We are looking for highly-motivated, creative, applied researchers with entrepreneurial drive, that are excited about building novel technologies and shipping them all the way to the hands of millions of customers!Responsibilities:

• Develop and improve algorithms for 3D Reconstruction and Deep Learning.
• Work on classical methods for 3D Reconstruction: SfM/SLAM, Multi-view Stereo, RGB-D Fusion.
• Utilize Deep Learning for 3D Reconstruction and/or Scene Understanding, including Depth Estimation, Room Layout Estimation, NeRFs, Inverse Rendering, and 3D Scene Understanding.
• Collaborate with a dynamic team of professionals in computer vision, AI, computational photography, AR, graphics, and design.
• Track post-launch performance and implement improvements based on user feedback. Qualifications:
  • Ph.D. and 2+ years of experience, or Master's and 6+ years of experience, focused on 3D Computer Vision and Deep Learning.
  • Familiarity with Computer Graphics and Computational Photography.
  • Expertise in ML frameworks and libraries, e.g. PyTorch.
  • Highly productive in Python. Ability to architect and implement complex systems at the micro and macro level.
  • Entrepreneurial: Adventurous, self-driven, comfortable under uncertainty, with a desire to make systems work end-to-end.
  • Innovative; with a track record of patents and/or first-authored publications at leading workshops or conferences such as CVPR, ECCV/ICCV, SIGGRAPH, ISMAR, NeurIPS, ICLR etc.
  • [Bonus] Comfortable with C++. Benefits:
    • Join a mission-driven R&D lab, strategically backed by an influential global brand.
    • Opportunity to publish novel and relevant research.
    • Fully remote work available to people living in the USA or Canada.
    • The USA base salary for this full-time position ranges from $180,000 to $250,000 determined by location, role, skill, and experience level.
    • Geomagical Labs offers a comprehensive set of benefits, and for qualifying roles, substantial incentive grants, vesting annually.
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Keywords: Geomagical Labs, Fairfield , Senior Applied Research Scientist - 3D Reconstruction & Deep Learning, Other , Palo Alto, California