CVML Engineer, 3D Reconstruction

What you'll do

• Research, adapt, and implement state-of-the-art 3D and 4D reconstruction algorithms for human understanding.
• Design novel approaches combining classical geometry with deep learning to produce high-quality ground truth data.
• Develop robust, high-quality runtime algorithms specifically for on-device deployment.
• Deliver production-ready code optimized for Apple silicon and mobile devices.
• Define requirements and validation frameworks in coordination with cross-functional teams.
• Apply multi-view geometry and 3D reconstruction pipelines to health and fitness applications.

What we're looking for

• BS degree in Computer Vision, Machine Learning, Computer Graphics, or related fields and a minimum of 3 years relevant industry experience.
• Hands-on experience developing 3D and/or 4D computer vision algorithms and systems or equivalent.
• Deep understanding of multi-view geometry and 3D reconstruction pipelines.
• Strong proficiency in Python and PyTorch with solid software engineering practices.
• Solid mathematical foundation in linear algebra, optimization, and geometry processing.
• Experience with modern ML architectures and their applications to 3D problems.
• MS or PhD in Computer Vision, Computer Graphics, Machine Learning, Computer Science, or related fields (preferred).
• Experience with human-centric 3D and 4D reconstruction, differentiable optimization, and mobile deployment (preferred).