Human-Centric Modeling Internship
Human-Centric Modeling Internship
Human-Centric Modeling Internship
Human-Centric Modeling Internship
Apple Inc
Computer-Hardware
Zürich
Art der Beschäftigung: Studierende
Vor OrtHuman-Centric Modeling Internship
Über diesen Job
Summary
Posted:
Role Number:200690121-4170
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
This position requires highly-motivated individuals who want to join us in the fast-moving field of large-scale models for human-centric 3D representations. 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.
At Apple, we believe accessibility is a fundamental human right. You’ll find that idea reflected in everything here — in our culture, our benefits and our digital tools. By welcoming as many perspectives as possible, we help you build a career where you feel like you belong.
Learn about accessibility in Apple’s workplace
Unternehmens-Details
Apple Inc
Computer-Hardware
Cupertino, Vereinigte Staaten