Meta AR/VR Job | Applied Research Scientist, Computer Vision (PhD)
Job（岗位）: Applied Research Scientist, Computer Vision (PhD)
Type（岗位类型）: Computer Vision | Research
Citys（岗位城市）: Burlingame, CA
Date（发布日期）: 2022-2-9
Summary（岗位介绍）
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.
The Authentic Presence Capabilities team within Reality Labs develops machine perception technologies for human understanding that power AR Sharing experiences across the Facebook family of apps. We work full-stack across applied research and development of algorithms, performance optimizations for target hardware, and production deployments into target devices and apps. We use state of the art methods in computer vision and machine learning to build novel generative (GANs, VAE, etc.), segmentation, object detection, multi-task human tracking models. We are responsible for building the next generation AR experiences for Meta’s family of apps that will fundamentally change the way we interact with and experience the world.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD in Computer Vision, Computer Science, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta
Applied research experience in deep learning, multi-task learning, segmentation, object detection, human tracking
3+ years of experience with Python and/or C++ programming languages
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
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.
Description（岗位职责）
Conduct applied research to advance the science and technology in Computer Vision, Graphics, Machine Learning, AR, VR, and Computational Photography
Drive end to end data collection/annotation, model training and model evaluation
Work closely with partner teams to propose and prototype new AR experiences
Additional Requirements（额外要求）
Proven track record of achieving significant results as demonstrated by grants, or fellowships, as well as first-authored publications in CVPR, NIPS, ECCV, ICCV, ICLR
Experience with Machine Learning Principles such as Deep Learning, Computer Vision, etc. are preferred
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
Experience working and communicating cross functionally in a team environment
