Senior Applied Researcher & Lead - 3D Reconstruction & Deep Learning
At a glance
Senior AI Research role at Geomagical Labs. Remote, United States · full-time · $180,000–$250,000 base.
aimlroles summary, based on the employer's posting.
What you'll do
- Improve the 3D reconstruction and deep-learning methods used in consumer products
- Create models for tasks such as depth prediction, room layouts, inverse rendering or 3D scene interpretation
- Architect systems from individual components through to the wider design, then implement them
- Move research into products, measure results after release and deliver updates based on performance
What you bring
- A doctorate plus three years of relevant work, or a master's degree plus six years, in 3D vision and deep learning
- Experience creating neural models for 3D vision, alongside knowledge of newer view-synthesis and established reconstruction techniques
- Strong Python ability and expertise with machine-learning frameworks such as PyTorch
- Patents or first-author papers at recognized research events
Who this fits
This role suits a senior applied researcher who can take 3D vision research through product integration and ongoing improvement. Remote work is available to people living in the United States or Canada.
From the employer
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 IKEA Kreativ, 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!
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.