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Research Scientist Intern, Machine Learning
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The Reality Labs (RL) Research Team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR, which together will become as universal and essential as smartphones and personal computers are today. The Gemini team is looking for research interns to tackle the most ambitious problems in the creation of photorealistic digital humans. In this internship, you will build upon cutting edge research from both academia and industry. You will work with a team that is trying to leverage the best rendering technology and the latest in image-to-image transformation machine learning techniques and use them to build new ways of performance capture and real-time, photorealistic avatars that can be placed in any environment. Our internships are twelve (12) to sixteen (16) to twenty four (24) weeks long and we have various start dates throughout the year.
**Research Scientist Intern, Machine Learning, Digital Humans (PhD) Responsibilities**:
- Research, develop and prototype image-to-image transformation technology, concentrating on the manipulation and disentangling of latent space
- Design and implement prototypes with the emphasis on quality and speed of execution
- Propose and execute experiments and data capture sessions
- Collaboration with and support of other researchers across various disciplines
- Communication of research agenda, progress and results
- If successful, write up your results for possible publication
**Minimum Qualifications**:
- Currently has, or is in the process of obtaining, a PhD in the field of Computer Science, Computer Vision, Machine Learning or related field
- Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
- Understanding of statistical analysis of data and mathematical modeling
- Understanding of machine learning, 3D geometry, optimization, and system building
- Experience with deep learning frameworks like PyTorch
- Experience in C++ or Python
- Interpersonal experience: cross-group and cross-culture collaboration
**Preferred Qualifications**:
- Intent to return to degree-program after the completion of the internship
- Experience with image-to-image transformation, transformers, recurrent neural networks, VAEs, GANs, rendering techniques and real-time frameworks (Unity or Unreal)
- Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as CVPR, ECCV/ICCV, SIGGRAPH, or similar
**About Meta**: Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics.
