Senior Applied Researcher – 3D Reconstruction, Deep Learning

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🔥 3 hours ago

🏄 California – Remote

🏄 California – Remote

💵 $180k - $250k / year

⏰ Full Time

🟠 Senior

🧠 AI Research Scientist

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Geomagical Labs

WebsiteLinkedInAll Job Openings

51 - 200 employees

🥽 AR/VR

☁️ SaaS

👥 B2C

AR/VR • SaaS • B2C

Geomagical Labs is a company focused on revolutionizing home design through innovative technology. Their mission is to empower individuals to create beautifully-designed and functional spaces that express personal style effortlessly, as if by magic. Geomagical Labs leverages easy and intuitive technology to enable users to design their spaces from anywhere—home, work, or in-store—without the need for special hardware. The platform facilitates sharing with friends, family, or design professionals, making the process convenient and enjoyable. By bridging the gap between imagination and reality, Geomagical Labs inspires creativity and simplifies home design for everyone.

📋 Description

• Develop and improve the underlying algorithms powering consumer products. • Work with a dynamic team at Geomagical Labs, a 3D R&D Lab in partnership with IKEA. • Create magical mixed-reality experiences using computer vision, neural networks, graphics, and computational photography. • Contribute to the launch of technologies that reach 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.