- Apple
- Zurich, ZH
- Full-Time
- 23 days ago
Machine Learning Engineer with Focus on Generative 3D Representations - Europe Vision Group.
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Machine Learning Engineer with Focus on Generative 3D Representations - Europe Vision Group: our view in 3 lines...
- The Role:This role is for a machine learning researcher and engineer working on generative 3D representations and computer vision at Apple’s European Vision Group.
- The Person:The person will develop, implement, evaluate, and improve machine learning algorithms for 3D content, and build tools to develop, monitor, and improve model quality.
- Requirements:The ideal candidate has in-depth understanding of machine learning, 3D geometry, 3D representations, computer vision, generative models or multi-modal foundation models, Python, deep learning, and PyTorch, plus pandas and similar data analysis frameworks.
About the role
At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion for problem-solving and dedication to your job, and there's no telling what you could accomplish. We advance the state of the art to improve the lives of our customers worldwide.
The European Vision Group (EVG) is dedicated to fundamental and applied research in computer vision and machine learning, with a focus on enriching human communication.
Our team has delivered groundbreaking human-centric vision technologies used by millions worldwide, including Persona for Apple Vision Pro, Portrait Mode, FaceTime Eye Contact, Animoji and ARKit. These innovations are the result of world-class research combined with world-class engineering.
We are seeking a researcher/machine learning engineer who is passionate about shaping the future of Apple products and excited to contribute to the next wave of transformative computer vision experiences.
Description
You will be working on next generation 3D representation and generative modeling projects in our Machine Learning and Computer Vision research and development team in Zurich, Switzerland, combining modern Machine Learning approaches with geometric knowledge from Computer Vision and Computer Graphics. As a member of the algorithm development team, your objective is to accelerate our development cycle through the design of innovative tools to develop, monitor and improve the quality of our models.
This position requires highly-motivated individuals who want to join us in the fast-moving field of large-scale models for 3D representations. You will be responsible for developing, implementing, evaluating, and improving machine learning algorithms that model 3D content in complex and diverse scenarios.
Minimum Qualifications
In-depth understanding of Machine Learning principles
In-depth understanding of 3D Geometry , 3D representations, and Computer Vision
Strong understanding of generative models and/or multi-modal foundation models
Experience in Python, deep learning and data analysis frameworks (PyTorch, pandas, and similar)
Experience in working on large scale projects with good software development principles
Scientific mindset and data-driven approach to problem solving
Excellent collaboration and teamwork skills
Willingness to pick up novel tasks and acquire new skills
Strong written and verbal communication in English
Preferred Qualifications
Publication record at top conferences such as CVPR, ECCV , ICCV , NeurIPS or SIGGRAPH is a plus
Experience in the industry is a plus