Senior Applied Researcher & Lead - 3D Reconstruction & Deep Learning

Geomagical Labs

$180K — $250K *
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Ph.D. with 3+ years or Master's with 6+ years of experience in 3D Computer Vision and Deep Learning.
  • Proven experience building Deep Learning models for various 3D Vision tasks.
  • Familiarity with modern methods for Novel View synthesis such as NeRFs and Diffusion models.
  • Understanding of classical 3D Reconstruction techniques like SfM/SLAM and Multi-view Stereo.
  • Expertise in ML frameworks like PyTorch and proficient in Python programming.
  • History of integrating technologies into products and tracking post-launch performance.
  • Innovative background evidenced by patents or publications at prominent industry conferences.

Responsibilities

  • Develop and enhance algorithms for consumer products in mixed-reality.
  • Conduct research in 3D Reconstruction and Deep Learning applications.
  • Architect and implement complex systems in Python at both macro and micro levels.
  • Collaborate with a multidisciplinary team including designers and entrepreneurs.
  • Track and analyze performance metrics of deployed technologies for continuous improvement.

Benefits

  • Join a mission-driven R&D lab backed by a global brand like IKEA.
  • Collaborate with experts across computer vision, AI, and design fields.
  • Opportunity to publish and contribute to research advancements.
  • Flexible fully remote work arrangement for employees in the USA or Canada.
  • Prime location in downtown Palo Alto, close to amenities and transport.
  • Comprehensive benefits with potential for significant incentive grants.
Full Job Description
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!

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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