Meta AR/VR Job | Research Scientist, 3D Computer Vision & Machine Perception
Job（岗位）: Research Scientist, 3D Computer Vision & Machine Perception
Type（岗位类型）: 3D Software Engineering | Artificial Intelligence, Computer Vision, Engineering, Games, Machine Learning, Research
Citys（岗位城市）: Redmond, WA | Remote, US
Date（发布日期）: 2021-12-15
Summary（岗位介绍）
Facebook Reality Labs Research (FRL Research) brings together a world-class R&D team of researchers, developers, and engineers with the shared goal of developing AR and VR across the spectrum. The Surreal Vision group at FRL Research is seeking exceptional research scientists to solve the next generation of research challenges on the path to building future machine perception enabled technologies. The aim of this role is to develop and advance computer vision algorithms and SW systems for real-time and offline SLAM, visual odometry, localization, 3D reconstruction, and object understanding.
Qualifications（岗位要求）
PhD in the field of computer vision, robotics or equivalent
Background in advanced geometric computer vision, including tracking, SLAM, visual-inertial odometry, state estimation, mapping, object understanding, scene reconstruction, or relocalization technologies
Mathematical background and understanding of numerical optimization, linear algebra, probabilistic estimation and 3D geometry
5+ years experience with a mastery of modern features in C++ or Python
Experience designing machine learning algorithms, including experience creating software for data loading, training, and inference of novel ML architectures
Experience with ML frameworks such as PyTorch
Experience understanding, developing, and analyzing complex systems
Interpersonal experience: cross-group and cross-culture collaboration
Description（岗位职责）
Research, develop and prototype advanced software technologies in the domain of tracking, 3D reconstruction, localization, object detection, and scene understanding
Analyze and improve efficiency, accuracy, scalability, and stability of currently deployed systems
Collaborate with team members throughout the lifetime of a project, from prototyping to deployed products
Deliver research results that have a direct impact on Facebook and Oculus products
Additional Requirements（额外要求）
Experience with SLAM systems e.g. monocular, stereo, visual-inertial or RGBD
Background in optics or computational imaging
Experience working in a Linux environment
Broad understanding of the full machine vision pipeline from sensors to high-level algorithms
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, BMVC, ICRA, IROS, or SIGGRAPH
Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub.)
