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
Citys（岗位城市）: Burlingame, CA
Date（发布日期）: Before 2021-12-14
Summary（岗位介绍）
The Mobile Vision team is seeking world-class computer vision experts to join the team in developing next generation products and platforms doing research and engineering at scale. Our mission is to advance the state-of-the-art in computer vision algorithms for on-device computer vision. In this role, you will be working on efficient deep learning algorithms for computer vision and models which are leveraged by product development teams throughout the Facebook family of applications. Our work is critical to delivering new computer vision based research and applications to our 2 billion plus users. The research topics of interest include, but are not limited to, generative methods (such as GANs, photorealistic rendering), deep learning model optimization (such as pruning, quantization and neural architecture search), semantic understanding (such as object detection and pose estimation, video summarization), 3D geometry understanding (such as deep local features), and human understanding (such as human body pose estimation, action recognition).
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD in Computer Vision, or related field.
Understanding of Machine Learning concepts such as GAN, few shot learning, domain adaptation and depth estimation.
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）
Research and develop novel computer vision algorithms in areas such as generative methods, deep learning model optimization, semantic understanding, 3D geometry understanding, human understanding, and more.
Deliver computer vision research to product with collaboration across Facebook family of applications.
Collaborate with other researchers and engineers across teams at Facebook to develop experiments, prototypes, and concepts that advance the state-of-the-art in AR/VR systems.
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).
