Senior Applied Research Scientist - 3D Reconstruction & Deep Learning

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 2 years of experience, or Master's and 6 years of experience, focused on 3D Computer Vision and Deep Learning.
• Experience in classical methods for 3D Reconstruction : SfM / SLAM, Multi-view Stereo, RGB-D Fusion.
• Experience in using Deep Learning for 3D Reconstruction and / or Scene Understanding, having worked in any of : Depth Estimation, Room Layout Estimation, NeRFs, Inverse Rendering, 3D Scene Understanding.
• 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.
• Experience in developing technologies that got integrated into products, as well as post-launch performance tracking and shipping improvements.
• Bonus] Comfortable with C .

Benefits

Salary : $180,000 - $250,000