CVML Engineer - 3D Reconstruction
At a glance
AI generatedTL;DR
As a senior CVML Engineer in Apple’s Video Computer Vision team, you will work on cutting-edge 3D reconstruction technologies for health and fitness features. Your daily tasks include researching, adapting, and implementing state-of-the-art algorithms that blend classical geometry with modern deep learning techniques to create high-quality ground truth data and robust runtime solutions optimized for Apple silicon and mobile devices. You will collaborate closely with cross-functional teams to define requirements, develop validation frameworks, and deliver production-ready code. The ideal candidate has a strong background in multi-view geometry, 3D reconstruction pipelines, Python, PyTorch, and solid mathematical skills, along with experience in optimizing machine learning models for resource-constrained environments.
Skills
What you'll do
- Research and implement state-of-the-art 3D and 4D reconstruction algorithms for health and fitness applications.
- Design approaches combining classical geometry with deep learning to generate high-quality training data.
- Develop robust runtime algorithms for on-device deployment of 3D reconstruction solutions.
- Define requirements and validation frameworks in collaboration with cross-functional teams.
- Optimize production-ready code for Apple silicon and mobile devices.
- Adapt modern machine learning architectures to solve complex 3D problems efficiently.
What we're looking for
- BS degree in Computer Vision, Machine Learning, or related fields with at least 10 years of industry experience
- Deep expertise in multi-view geometry and 3D reconstruction pipelines
- Proficiency in Python and PyTorch for developing machine learning models
- Strong mathematical skills in linear algebra, optimization, and geometry processing
- Experience combining classical geometry techniques with modern deep learning methods
- Ability to work effectively in cross-functional teams and deliver production-ready code
- Track record of prioritizing tasks and meeting deadlines efficiently
Employer
About Apple Inc
Apple Inc. is a multinational technology company known for designing and manufacturing consumer electronics, software, and online services, including the iPhone, Mac, iPad, and App Store. Industry: Consumer Electronics & Software
Apple Inc currently has 255 open roles on FindRole.
Listed pay typically runs $171,600–$272,100 across 182 roles with salary data.
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