Meta AR/VR Job | Research Scientist, Mixed Reality and Computational Photography (PhD)
Job（岗位）: Research Scientist, Mixed Reality and Computational Photography (PhD)
Type（岗位类型）: Artificial Intelligence | Computer Vision, Machine Learning, Research
Citys（岗位城市）: Redmond, WA
Date（发布日期）: Before 2021-12-14
Summary（岗位介绍）
Come invent the future. Facebook Reality Labs Research (FRL-R) brings together world-class experts to develop next-generation systems for virtual, augmented and mixed reality experiences. We are currently seeking a Research Scientist with a passion for technology to develop world-leading mixed reality technologies. The focus of this role is on 3D computational photography, computational imaging, and neural scene capture, reconstruction, and rendering. The position requires a combination of experience in 3D computer vision, computer graphics, and machine learning. The ideal candidate would be able to begin employment by early 2022.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD degree or completing a postdoctoral assignment in the field of deep learning, computer vision, computer graphics, computational imaging, or related technical fields.
Contributed (as the first author) to publications on machine learning for 3D computer vision or computer graphics, at leading workshops or conferences such as CVPR, ICCV, SIGGRAPH, NeurIPS, etc.
Machine learning experience in computational photography, neural rendering, 3D reconstruction, computational imaging, or related topics.
Mathematical knowledge in linear algebra, numerical optimization, and probabilistic estimation.
3+ years experience with C++.
3+ years experience with deep learning software libraries such as PyTorch or TensorFlow.
3+ years experience with scientific programming languages such as Python, MATLAB or similar.
Demonstrated software engineering experience within a complex codebase via an internship, work experience, coding competitions, or widely used contributions to open source repositories such as GitHub.
Interpersonal experience: 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.
Description（岗位职责）
Conceive and develop computer vision algorithms for 3D computational photography, neural rendering, scene reconstruction, computational imaging, etc.
Implement proof-of-concept prototypes that re-define the state-of-the-art in virtual and augmented reality.
Lead and contribute to cutting-edge research that results in industry-leading tech demos and/or publications.
Collaborate with cross-disciplinary research and engineering teams.
Additional Requirements（额外要求）
Broad understanding of the full machine vision pipeline from sensors to high-level algorithms.
Experience with computational imaging software/hardware systems co-design.
