Meta AR/VR Job | Research Scientist (PhD)
Job（岗位）: Research Scientist (PhD)
Type（岗位类型）: Computer Vision | Machine Learning, Research
Citys（岗位城市）: London, United Kingdom
Date（发布日期）: Before 2021-12-14
Summary（岗位介绍）
Reality Labs Research (RL 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 RL Research is seeking exceptional AI 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 contextual artificial intelligence (AI) algorithms and systems for egocentric machine perception including areas such as activity recognition, personalized knowledge graphs, embodied AI, inverse reinforcement learning, goal inference, and multimodal data learning.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD in the field of computer vision, machine learning, artificial intelligence or equivalent.
Publications in AI, reinforcement learning, robotics, computer vision, data science, multimodal learning, or related fields.
Mathematical background and understanding of numerical optimization, linear algebra, probabilistic estimation and statistics.
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.
Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.
Description（岗位职责）
Lead research to advance the science and technology of egocentric perception and intelligent machines with virtual embodiment (e.g., egocentric personal assistants)
Lead research that enables learning the semantics of data (images, video, text, audio, speech and other modalities) and the intent of humans (goals, sentiments, preferences) from egocentric devices.
Devise better data-driven models of human behavior.
Work towards long-term ambitious research goals, while identifying intermediate milestones
Contribute research that can be applied to Meta product development.
Lead and collaborate on research projects within a globally based team.
Additional Requirements（额外要求）
Experience with 3D geometry, SLAM systems, or camera calibration
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.).
