Geomagical Labs logo
Geomagical Labs

AI-powered 3D imagination for life at home.

Senior Applied Researcher – 3D Reconstruction, Deep Learning

AI Research ScientistMachine Learning EngineerFull TimeRemoteSeniorTeam 51-200H1B SponsorCompany SiteLinkedIn

Location

California

Posted

2 days ago

Salary

$180K - $250K / year

Seniority

Senior

Postgraduate Degree3 yrs expEnglishPythonPyTorch

Job Description

Senior Applied Researcher – 3D Reconstruction, Deep Learning

Geomagical Labs

• Develop and improve the underlying algorithms powering consumer products. • Work with a dynamic team at Geomagical Labs, a 3D R&D Lab in partnership with IKEA. • Create magical mixed-reality experiences using computer vision, neural networks, graphics, and computational photography. • Contribute to the launch of technologies that reach millions of customers.

Job Requirements

  • Ph.D. and 3+ years of experience, or Master's and 6+ years of experience, focused on 3D Computer Vision and Deep Learning.
  • Experience building Deep Learning models for 3D Vision tasks, like Depth Estimation, Room Layout Estimation, Inverse Rendering, Pose Estimation or 3D Scene Understanding.
  • Familiarity with modern methods for Novel View synthesis, like NeRFs/Gaussian Splats and Diffusion models.
  • Familiarity with classical methods for 3D Reconstruction: SfM/SLAM, Multi-view Stereo, RGB-D Fusion.
  • 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.
  • Experience in developing technologies that got integrated into products, as well as post-launch performance tracking and shipping improvements.
  • 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 etc.
  • [Bonus] Familiarity with Computer Graphics and Computational Photography.
  • [Bonus] Comfortable with C++.

Benefits

  • Join a mission-driven R&D lab, strategically backed by an influential global brand.
  • Work in a dynamic team of computer vision, AI, computational photography, AR, graphics, and design professionals, and successful serial entrepreneurs.
  • Opportunity to publish novel and relevant research.
  • Fully remote work available to people living in the USA or Canada.
  • Headquartered in downtown Palo Alto, California --- an easy walk from restaurants, coffee shops and Caltrain commuter rail.
  • 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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