CVML Engineer - 3D Reconstruction
At a glance
AI generatedTL;DR
Join the Video Computer Vision team as a senior CVML Engineer to develop innovative 3D reconstruction algorithms that enhance health and fitness features across Apple’s ecosystem. You will research and implement cutting-edge techniques, combining classical geometry with deep learning to create high-quality ground truth data for training and evaluation. Your day-to-day involves designing robust runtime algorithms optimized for on-device deployment, collaborating closely with cross-functional teams to define requirements and validation frameworks, and delivering production-ready code tailored for Apple silicon and mobile devices. Essential skills include expertise in multi-view geometry, 3D reconstruction pipelines, proficiency in Python and PyTorch, and a strong mathematical foundation in linear algebra and optimization. Experience with human-centric 3D approaches, SLAM, bundle adjustment, and optimizing ML models for resource-constrained environments is highly valued.
Skills
What you'll do
- Research and implement advanced 3D and 4D reconstruction algorithms for health and fitness applications.
- Design innovative methods combining classical geometry with deep learning to generate high-quality training data.
- Develop robust runtime algorithms optimized for on-device deployment on Apple silicon and mobile devices.
- Define requirements and validation frameworks in collaboration with cross-functional teams.
- Deliver production-ready code adhering to solid software engineering practices.
- Optimize machine learning models for efficient performance in resource-constrained environments.
What we're looking for
- BS degree in Computer Vision, Machine Learning, or related fields with 3+ years industry experience
- Hands-on experience developing 3D/4D computer vision algorithms and systems
- Deep understanding of multi-view geometry and 3D reconstruction pipelines
- Strong proficiency in Python, PyTorch, and solid software engineering practices
- Solid mathematical foundation in linear algebra, optimization, and geometry processing
- Experience with modern ML architectures applied to 3D problems
- Excellent communication skills and proven ability to work effectively in cross-functional teams
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.
Most-posted roles
- Software Development Engineer 10
- Apple Business Systems Engineer Manager 8
- iPad Touch Electrical Engineer 3
- Machine Learning Engineer, Apple Store Online 3
- Manager, Machine Learning, Apple Store Online 3