Senior Applied Researcher & Lead - 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 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