Meta AR/VR Job | Research Intern, Computer Vision and Machine Learning (PhD)
Job（岗位）: Research Intern, Computer Vision and Machine Learning (PhD)
Type（岗位类型）: Computer Vision | Engineering
Citys（岗位城市）: Tel Aviv, Israel
Date（发布日期）: 2022-1-7
Summary（岗位介绍）
The Facebook Reality Labs team at Facebook is helping more people around the world come together and connect through world-class Augmented, Mixed and Virtual Reality hardware and software. With global departments dedicated to AR/VR research, computer vision, haptics, social interaction, and more, we are committed to driving the state-of-the-art forward through relentless innovation. AR and VR potential to change the world is immense -- and were just getting started.
Our team explores, develops, and delivers new cutting-edge technologies that serve as the foundation of current and future Facebook Reality Labs products. From visual localization, SLAM, 3D reconstruction, mapping, tracking, sensor fusion and context/semantic understanding, our team is focused on taking new technologies from early concept to the product level while iterating, prototyping, and realizing the human value and new experiences they open up.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD degree in Computer Science, Electrical Engineering, or Electrical and Computer Engineering in the field of computer vision, machine learning, computer graphics, or robotics.
Must be currently enrolled in a full time degree program and returning to the program after the completion of the internship
Proven track record of achieving significant results as demonstrated by publications in top computer vision conferences (e.g., CVPR, ICCV, ECCV, or, SIGGRAPH) or journals (e.g., IEEE Transactions on Pattern Analysis and Machine Intelligence, International Journal of Computer Vision, Pattern Recognition, or IEEE Transactions on Image Processing).
3+ years experience with systems building in C++ and Python
2+ years experience with modern deep learning frameworks like PyTorch
Knowledge in computer vision, image-based 3D reconstruction (Structure-from-Motion, Multi-View Stereo, SLAM), object recognition, optimization, (semi-, weakly-, self-supervised) machine learning, image processing, computational geometry, robotics, tracking, or sensor fusion
Excellent interpersonal skills, cross-group and cross-culture collaboration
High levels of creativity and quick problem solving capabilities
Proven track record of achieving significant results
Description（岗位职责）
Participate in cutting edge Computer Vision & Machine Learning research and development for VR/AR/MR related topics
Develop algorithms and software that will be part of mass-market shipping consumer products
Cross-functional interaction with hardware, automation and product design teams at Facebook Reality Labs
Document, present your progress and project, and be motivated to publish your findings at high-impact CV/ML conferences
Additional Requirements（额外要求）
Demonstrated software engineering experience via an internship, work experience, coding competitions, open source contributions, or research
Ability to communicate complex research in a clear, precise, and actionable manner.
Intent to return to degree-program after the completion of the internship/co-op.
