Meta AR/VR Job | Research Scientist Intern, Photorealistic Telepresence (PhD)
Job（岗位）: Research Scientist Intern, Photorealistic Telepresence (PhD)
Type（岗位类型）: Computer Vision | Machine Learning, Research
Citys（岗位城市）: Pittsburgh, PA
Date（发布日期）: 2022-11-2
Summary（岗位介绍）
Meta’s mission is to give people the power to build community and bring the world closer together. Through our family of apps and services, we're building a different kind of company that connects billions of people around the world, gives them ways to share what matters most to them, and helps bring people closer together. Whether we're creating new products or helping a small business expand its reach, people at Meta are builders at heart. Our global teams are constantly iterating, solving problems, and working together to empower people around the world to build community and connect in meaningful ways. Together, we can help people build stronger communities — we're just getting started.
Reality Labs (RL) in Pittsburgh is looking for exceptional interns to help us create a revolution in virtual reality: achieving true photorealistic telepresence, where you can be with anyone, anywhere, at any time. We have made some important advances, but it will take a diverse team with a wide spectrum of skills to accomplish this future. If you have expertise in computer vision, machine learning, and computer graphics, we expect you will find the work here highly intriguing. We are looking for motivated software, electrical, and mechanical engineers; and strong math skills are always a huge plus. We publish our work at leading conferences and journals.
Come join us as we make photorealistic telepresence in VR happen!
Available projects may include, but are not limited to:
* Neural Rendering
* 3D Audio Reconstruction from Multiple Microphones
* Speech Synthesis
* High Fidelity Face Model Reconstruction and Tracking
* High Fidelity Hand Model Reconstruction and Tracking
* High Fidelity Body Model Reconstruction and Tracking
* High Fidelity Hair Model Reconstruction and Tracking
Our internships are twelve (12) to sixteen (16) to twenty four (24) weeks long and we have various start dates throughout the year.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD in Audio Processing, Computer Science, Computer Vision, Computer Graphics, Robotics, Machine Learning, or related field.
Interpersonal skills: cross-group and cross-culture collaboration.
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
Experience with solving inverse problems in imaging emphasizing modeling, algorithm development, and hardware prototyping.
2+ years of experience with Machine Learning for solving computer vision, computer graphics, or audio synthesis problems.
Experience with deep learning frameworks such as Pytorch and TensorBoard.
Experience with scientific programming languages such as Matlab or Python.
Proven track record of achieving significant results as demonstrated by patents and first-authored publications at leading workshops or conferences such as ICCV, CVPR, NeurIPS, SIGGRAPH, ICASSP, or similar.
Description（岗位职责）
Solve real problems in enabling Photorealistic Telepresence.
Collaboration with and support of other researchers across various disciplines.
Communication of research agenda, progress, and results.
Additional Requirements（额外要求）
Intent to return to a degree-program after the completion of the internship.
Experience with systems building in C++.
Experience with Machine Learning for 3D Data (such as meshes, point clouds, and voxels).
Experience with Machine Learning for Visual Synthesis or Audio Synthesis.
Demonstrated engineering experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g., GitHub).
