Apple AR/VR Job | Machine Learning Algorithm and Software Engineer
Job（岗位）: Machine Learning Algorithm and Software Engineer
Citys（岗位城市）: Sunnyvale, California, United States
Date（发布日期）: 2024-11-22
Summary（岗位介绍）
Our team delivers algorithms that power Apple Vision Pro's Eyesight, Persona and other cutting-edge technologies. In this position, you will be part of our extraordinary team of Computer Graphics, Computer Vision and Deep Learning researchers and engineers to discover and build solutions to previously-unsolved challenges in human representation, robotics and health applications impacting millions of users.
Qualifications（岗位要求）
3+ years of industry experience developing and implementing computer vision, ML, or computer graphics algorithms on-device
Coding skills in python and C/C++.
Knowledge of optimizing algorithms and software for resource constrained low-power devices.
Experience in 3D computer vision and image processing.
BS Degree in relevant field
Description（岗位职责）
Apple's Video Computer Vision (VCV) Face and Body technologies team is looking for a skilled on-device Machine Learning Engineer for developing and implementing state-of-the-art computer vision and graphics algorithms. We are actively involved in the whole feature cycle from data collection design and data processing to model training, optimization, and shipping algorithms in on-device software frameworks. We perform applied research development to adapt state-of-the-art methods or implement new methods to ship features across various Apple products, such as iOS, visionOS and watchOS.
In this role, you will play a crucial role in bringing innovative features to Apple devices. You will work at the intersection of machine learning, software engineering, and hardware optimization to build high-performance, power efficient applications. We contribute to the entire feature lifecycle, from proposing novel algorithms, prototyping, validating, training ML models and tuning them to shipping software. We work closely with other ML researchers as well as data, software and hardware engineers both in internal and cross-functional teams across Apple. The ideal candidate will have a strong background in computer vision, machine learning and software development with particular expertise in implementing efficient algorithmic solutions for low power on-device applications.
Additional Requirements（额外要求）
Familiarity with ML learning techniques such as CNN, transformers, and diffusion models.
Proficiency in frameworks such as PyTorch or JAX.
Strong problem solving skills with proven experience in contributing to end2end projects life cycle from data acquisition and processing, algorithm development, prototyping to shipping software at scale.
Excellent communication and teamwork skills.
