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Apple

Machine Learning Engineer with Focus on Generative 3D Representations - Europe Vision Group

Apple Zurich, Zurich, Switzerland

Computers and Electronics Manufacturing · 10,001+ employees

Oct 07
machine-learning Senior (5-10 yrs) Full-time Switzerland
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About the role

You will develop, implement, and improve machine learning algorithms for 3D content modeling in complex scenarios. Additionally, you will design innovative tools to accelerate the development cycle and monitor model quality within the research team.

What they look for

Machine Learning Computer Vision 3D Geometry Generative Models Multi-modal Foundation Models Python PyTorch Pandas Deep Learning Computer Graphics Algorithm Development Data Analysis Software Development Research

Requirements

Candidates must have an in-depth understanding of machine learning, 3D geometry, and computer vision, along with strong proficiency in Python and deep learning frameworks. A scientific mindset and experience working on large-scale projects are essential for this role.

Full description

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

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