CVML Engineer - 3D Reconstruction - Jobs - Careers at Apple
- Research, adapt, and implement state-of-the-art 3D and 4D reconstruction algorithms for human understanding and geometry-driven health and fitness applications.
- Design novel approaches that combine classical geometry with modern deep learning techniques to produce high-quality ground truth data for training and evaluation, as well as develop robust, high-quality runtime algorithms for on-device deployment.
- Collaborate with cross-functional teams to define requirements and validation frameworks, and deliver production-ready code optimized for Apple silicon and mobile devices.
- BS degree in Computer Vision, Machine Learning, Computer Graphics, or related fields.
- 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.
- Excellent communication skills and proven ability to work effectively in cross-functional teams.
- Self-motivated with a track record of prioritizing effectively and delivering on schedule.
- MS or PhD in Computer Vision, Computer Graphics, Machine Learning, Computer Science, or related fields.
- Experience with human-centric 3D and 4D reconstruction approaches, datasets, and evaluation methodology.
- Background in differentiable optimization and geometric deep learning approaches.
- Experience optimizing ML models for mobile deployment and resource-constrained environments.
- Knowledge of SLAM, bundle adjustment, and photogrammetric reconstruction techniques.
- Proficiency in C/C++.
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Apple accepts applications to this posting on an ongoing basis.
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🇬🇧 English