Apple AR/VR Job | Machine Learning/Neural Rendering Algorithm Engineer
Job（岗位）: Machine Learning/Neural Rendering Algorithm Engineer
Citys（岗位城市）: Sunnyvale, California, United States
Date（发布日期）: 2025-1-13
Summary（岗位介绍）
The Video Computer Vision team is working on exciting technologies for future Apple products. We're looking for an algorithm engineer to join the team that ships gaze tracking for VisionPro. The gaze team is continuing to work on Apple’s next generation products to deliver high impact and delightful user experiences. Our work involves the full-stack of Apple products including hardware definition, algorithm development in both 3D computer vision and deep learning methods, and on-device performance optimization.
Qualifications（岗位要求）
Proficient in Python, good C++ programming background
Domain expertise in designing, training and evaluating deep networks and proficiency in deep learning framework such as PyTorch
Extensive knowledge and experience in one or more of these areas: Gaussian Splatting,NeRF, 3D reconstruction, Computer Graphics
Publication record in relevant venues (e.g. NeurIPS, ICML, CVPR, SIGGRAPH etc) or track record of success in shipping computer vision products
BS and 3+ years of experience
Description（岗位职责）
We are looking for a machine learning engineer who has hands-on expertise and enthusiasm for neural rendering to join us to build next generation gaze tracking for products. In this role, you will design and develop algorithms for generating domain specific data and work on gaze tracking algorithms towards shipping products.
Your responsibilities will include:
- Design and implement SOTA algorithms to solve challenging problems
- Collaborating with other teams and provide SW/HW requirement for CVML applications
- Present your work to leadership and in relevant world-class venues
The team works on complex problems in computer vision that require robust, efficient, well tested, and clean solutions.
The ideal candidate will possess the self-motivation, curiosity, and initiative to achieve those goals. Analogously, the candidate is a lifelong learner who passionately seeks to improve themselves and the quality of their work. You will work together with similar minds in a unique development team where your skills and expertise can be used to influence future user experiences and hardware that will be used by millions.
Additional Requirements（额外要求）
Proactive, analytical thinking, excellent problem solving and communication skills
Good understanding in 3DCV areas including: camera calibration, multi-view stereo,numerical optimization for CV problems
Knowledge of professional software engineering and best practices for the full software development life cycle, including coding standards, code reviews, source control management, and testing
PHD in Computer Vision, Machine Learning, or Computer Graphics
