On-Device 3D/4D Reconstruction ML Engineer

Apple, Inc.; Sunnyvale (CA); In loco; USD 150.000 - 278.000; Tempo pieno

Vantaggi offerti da questo lavoro

Medical & dental coverage

Retirement benefits

Employee stock plans

Discounted products

Descrizione del lavoro

Apple in Sunnyvale, California, is seeking a CVML Engineer to advance on-device 3D/4D reconstruction for health and fitness features. You will research and implement state-of-the-art geometry and learning-based approaches, enabling high-quality ground truth data for training and evaluation, and robust runtime algorithms for Apple silicon and mobile devices.

You will collaborate with AI, ML, software, and hardware experts to deliver production-ready code, while leveraging modern ML architectures

Competenze

• BS degree in Computer Vision, ML, Computer Graphics, or related field.
• 3+ years of relevant industry experience.
• Hands-on experience developing 3D and/or 4D computer vision algorithms.
• 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 ability to work cross-functionally.
• Self-motivated with ability to prioritize and deliver on schedule.

Mansioni

• Research, adapt, and implement state-of-the-art 3D and 4D reconstruction algorithms for health and fitness applications.
• Design approaches that combine classical geometry with modern deep learning techniques for training data and on-device deployment.
• Collaborate with cross-functional teams to define requirements and validation frameworks; deliver production-ready code optimized for Apple silicon and mobile devices.

Conoscenze

Python

PyTorch

Cross-functional communication

ML architectures

Linear algebra

Optimization

Geometry processing

C/C++

Formazione

BS in Computer Vision/ML/CG/related

MS/PhD preferred

Strumenti

C/C++

Descrizione del lavoro

Apple in Sunnyvale, California, is seeking a CVML Engineer to advance on-device 3D/4D reconstruction for health and fitness features. You will research and implement state-of-the-art geometry and learning-based approaches, enabling high-quality ground truth data for training and evaluation, and robust runtime algorithms for Apple silicon and mobile devices.

You will collaborate with AI, ML, software, and hardware experts to deliver production-ready code, while leveraging modern ML architectures