CVML Engineer - 3D Reconstruction
Core
Researching, adapting, and implementing 3D and 4D reconstruction algorithms for human understanding and geometry-driven health and fitness applications on Apple devices.
Role type
Senior IC computer vision machine learning engineer (3D reconstruction)
Builds
Production-ready 3D/4D reconstruction algorithms and ground truth data for health and fitness features
Domain
Consumer electronics / Computer Vision / 3D Reconstruction
Deliverable
production ML models
Required skills
multi-view geometry, 3D reconstruction pipelines, Python, PyTorch, linear algebra, optimization, deep learning architectures, software engineering practices
Preferred skills
human-centric 3D/4D reconstruction, differentiable optimization, geometric deep learning, mobile model optimization, SLAM, bundle adjustment, C/C++
Responsibilities
Design novel approaches combining classical geometry with deep learning; develop robust runtime algorithms for on-device deployment; collaborate on requirements and validation frameworks; deliver code optimized for Apple silicon and mobile devices
Seniority
Senior, hands-on IC
