Machine Learning Engineer with Focus on Generative 3D Representations - Europe Vision Group
Apple15 hours ago
Zürich, SwitzerlandMid Level
Responsibilities
- Develop, implement, evaluate, and improve machine learning algorithms for generative 3D representations.
- Work on large-scale models for 3D content in complex and diverse scenarios.
- Design innovative tools to develop, monitor, and improve model quality.
- Combine modern machine learning approaches with geometric knowledge from computer vision and computer graphics.
- Contribute to algorithm development within Apple’s machine learning and computer vision research and development team.
Requirements
- Demonstrated in-depth understanding of machine learning principles.
- Demonstrated in-depth understanding of 3D geometry, 3D representations, and computer vision.
- Strong understanding of generative models and/or multimodal foundation models.
- Experience with Python and deep learning and data analysis frameworks such as PyTorch and pandas.
- Experience working on large-scale projects using good software development principles.
- Scientific mindset and data-driven approach to problem solving.
- Excellent collaboration, teamwork, written communication, and verbal communication skills in English.
- Willingness to learn novel tasks and acquire new skills.
- Publication record at top conferences such as CVPR, ECCV, ICCV, NeurIPS, or SIGGRAPH is preferred.
- Industry experience is preferred.
Categories
About Apple
Apple designs and sells consumer electronics, software, and services for consumers and professionals worldwide, including iPhone, Mac, iPad, Apple Watch, and AirPods, plus platforms like iOS/macOS and services such as the App Store, iCloud, Music, and TV+. Its business combines device sales with services and subscriptions and in-house silicon design. Founded in 1976, Apple is headquartered in Cupertino, California, and trades on NASDAQ as AAPL.