Meta AR/VR Job | Research Scientist, Applied 3D Computer Vision and Machine Learning (PhD) | Quest
Job（岗位）: Research Scientist, Applied 3D Computer Vision and Machine Learning (PhD) | Quest
Type（岗位类型）: Computer Vision
Citys（岗位城市）: Sunnyvale, CA
Date（发布日期）: 2023-5-27
Summary（岗位介绍）
Meta Reality Labs brings together a world-class team of researchers, developers, and engineers to create the future of virtual and augmented reality, which together will become as universal and essential as smartphones and personal computers are today. Just as personal computers have done over the past 45 years, AR and VR will ultimately change everything about how we work, play, and connect. We are developing all the technologies needed to enable breakthrough AR glasses and VR headsets, including optics and displays, computer vision, audio, graphics, brain-computer interface, haptic interaction, eye/hand/face/body tracking, perception science, and true telepresence. Some of those will advance much faster than others, but they all need to happen to enable AR and VR that are so compelling that they become an integral part of our lives.
Our world class team of applied CV ML researchers are working on a range of problems in Mixed and Virtual Reality including Neural Rendering, 3D Generative-AI, Scene Understanding and Neural Avatars. We do a mix of fundamental research and technology development. We are seeking exceptional researchers with a background in 3D Computer Vision to join our team.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD degree in Computer Science, Computer Vision, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
2+ years of research experience or equivalent graduate research experience in geometric computer vision including 3D deep learning, 3D Face Reconstruction, Video Restoration, Computational Photography, Neural View Synthesis etc.
3+ years experience in developing and debugging in C/C++, Python, C#, or similar programming language, and hands-on experience with frameworks such as PyTorch.
Research background in machine learning, deep learning, computer vision, or related fields.
3+ years experience in theoretical and empirical research and for addressing research problems.
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
Description（岗位职责）
Conduct applied research to advance the State of the Art in 3D Computer Vision and Machine Learning (Neural Rendering, Depth Estimation, 3D Generative-AI, 3D Reconstruction, Novel View Synthesis, Non-Rigid Tracking).
Work towards long-term ambitious research goals, while identifying intermediate milestones.
Contribute to and apply research that advances Meta products VR/MR and AR.
Conduct and collaborate on research projects within a globally-based team.
Present the outcomes of the research findings as papers in top tier conferences in the area of Computer Vision and Graphics.
Additional Requirements（额外要求）
Experience working and communicating cross-functionally in a team environment.
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, NeurIPS, and SIGGRAPH.
Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
