Geomagical Labs is hiring a Senior Applied Researcher & Lead - 3D Reconstruction & Deep Learning to develop and improve core algorithms for consumer mixed-reality products. You'll build novel technologies and ship them to millions of customers within our mission-driven R&D lab.
What You'll Do
- Develop and improve the underlying algorithms powering consumer mixed-reality products.
- Build novel technologies and ship them to millions of customers.
- Integrate technologies into products and perform post-launch performance tracking and improvements.
What We're Looking For
- A Ph.D. and 3+ years of experience, or a 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, and high productivity in Python.
- Ability to architect and implement complex systems at the micro and macro level.
- Experience in developing technologies integrated into products, including post-launch performance tracking and shipping improvements.
- Entrepreneurial mindset: adventurous, self-driven, comfortable under uncertainty, with a desire to make systems work end-to-end.
- Innovative track record of patents and/or first-authored publications at leading workshops or conferences such as CVPR, ECCV/ICCV, SIGGRAPH, ISMAR, NeurIPS.
Nice to Have
- Familiarity with Computer Graphics and Computational Photography.
- Comfortable with C++.
Technical Stack
- PyTorch
- Python
- C++
Team & Environment
You'll join a dynamic team of computer vision, AI, computational photography, AR, graphics, and design professionals, and serial entrepreneurs.
Benefits & Compensation
- Join a mission-driven R&D lab, strategically backed by an influential global brand.
- Work in a dynamic team of professionals and serial entrepreneurs.
- Opportunity to publish novel and relevant research.
- Comprehensive set of benefits.
- For qualifying roles, substantial incentive grants, vesting annually.
- Compensation range of $180,000 to $250,000.
Work Mode
This role operates on a hybrid basis. Fully remote work is available to people living in the USA or Canada. Geomagical Labs is headquartered in downtown Palo Alto, California.
Geomagical Labs is an equal opportunity employer.
