Human-Centric Modeling Internship

Apple Inc.; Zürich; On-site; CHF 20,000 - 27,000; Full time

Job summary

Apple Inc. is seeking an R&D intern in the Europe Vision Group to shape the future of computer vision at scale. You will develop and evaluate multi-modal algorithms modeling humans in diverse scenarios, including 3D reconstructions and neural rendering, while collaborating with experts across Apple.

This is ideal for an MS/PhD candidate with a strong foundation in generative models and PyTorch. Responsibilities include implementing and improving algorithms, researching human-centric

Qualifications

• Enrolled in MS or PhD in Computer Science or related field.
• Must complete the internship by returning to school or as final graduation requirement.
• Strong knowledge of generative and multimodal models.
• Familiarity with neural rendering, 3D representations and Gaussian Splatting.
• Proficient in Python and ML frameworks (PyTorch).
• Excellent communication and collaboration skills.

Responsibilities

• Develop, implement, evaluate and improve multimodal algorithms.
• Work on human-centric generative and video diffusion models.
• Contribute to 3D human reconstruction and representation learning.
• Collaborate with Apple Vision team on practical research to shipping product ideas.
• Present findings and iterate with researchers and engineers.

Skills

Gen models

Multimodal ML

Neural rendering

3D representations

Python

PyTorch

Communication

Analytical thinking

Education

MS/PhD in CS

Tools

CUDA

Git

Linux

Job 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 build technology that improves the lives of our customers worldwide.The Europe Vision Group (EVG) develops applied computer vision and machine learning to enrich human communication, from generative models and video diffusion to scene reconstruction and 3D human representations.Our team has delivered groundbreaking human-centric vision technologies used by millions worldwide, including Persona for Apple Vision Pro, Screen Distance or FaceTime Eye Contact. These innovations are the result of applied R&D that takes ideas from prototype to shipping product.We are seeking an R&D intern 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 responsible for developing, implementing, evaluating, and improving (multi-modal) algorithms that model humans in complex and diverse scenarios.

• Human-centric multi-modal generative models
• Human-centric video diffusion models
• Human behavior modeling and simulation
• World models and sequence models
• 3D reconstruction of humans
• Representation learning and spatial understanding
• Face and body tracking
• Human-object interaction
• Advanced neural rendering techniques
• Neural simulation techniques

Minimum Qualifications

• Currently pursuing an MS or PhD degree in Computer Science, or a related field.
• At the end of the internship, you must return to school to continue your education or the internship must be the last requirement for you to graduate.
• Strong understanding of generative models and/or multi-modal foundation models.
• Strong understanding of neural rendering, 3D representations and Gaussian Splatting.
• Fluency in Python and Machine Learning Frameworks (i.e. PyTorch) is required.
• Excellent communication and collaboration skills.
• Demonstrable problem solving and analytical thinking abilities.

Preferred Qualifications

• Hands-on experience with 3D generative models, image or video diffusion models, or vision foundation models.
• Track record of applied results, such as shipped or open-source projects, or publications at venues like CVPR, ECCV, ICCV, NeurIPS, ICLR or SIGGRAPH, is a plus.
• Availability for 6 months minimum is preferred.
• Industry experience is a plus.

At Apple, we're not all the same. And that's our greatest strength. We draw on the differences in who we are, what we've experienced, and how we think. Because to create products that serve everyone, we believe in including everyone. Therefore, we are committed to treating all applicants fairly and equally. We will work with applicants to make any reasonable accommodations.

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