Meta AR/VR Job | Computer Vision & Machine Learning Engineer | Oculus
Job（岗位）: Computer Vision & Machine Learning Engineer | Oculus
Type（岗位类型）: Computer Vision | Machine Learning
Citys（岗位城市）: Tel Aviv, Israel
Date（发布日期）: 2022-2-21
Summary（岗位介绍）
The Reality Labs team at Meta 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 we're just getting started.
Meta is building the Metaverse, the "spatial internet" where immersive virtual worlds will coexist with the real world. Augmented and Mixed reality will transform the way people come together to interact, work and play. By developing new hardware and software products capable of understanding the real world and the user within their environment, we aim to make it possible for people to interact with content in their environment and share it with others.
Our Reality Labs explores, develops and delivers cutting-edge technologies that serve as the foundations for the Metaverse and other future Meta's Reality Labs products, such as Oculus headsets, future AR glasses and our FB Family of Apps (Messenger, Instagram, WhatsApp). From Visual Localization, SLAM, 3D reconstruction, Context/Semantic Understanding, Mapping, Tracking, and Sensor Fusion, 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.
Do you have a passion for exploring and solving challenging computer vision and machine learning problems? Do you love solving novel problems from first principles, or delivering SOTA technologies into products used by millions of users? Are you always on the lookout for better, faster, and more efficient solutions? Do you want to help build the core technologies that will enable the Metaverse?
We encourage you to apply and join us!
Applications and resumes to be submitted in English.
Qualifications（岗位要求）
BSc degree in Computer Science, Software Engineering, Electrical Engineering or related technical field.BSc degree in Computer Science, Software Engineering, Electrical Engineering or related technical field
5+ years of experience developing and designing Computer Vision and/or Machine Learning technologies and systems
3+ years of experience engineering in C++ and/or Python
Proven track of record in at least ONE relevant specialization area in either Computer Vision or Machine Learning: SLAM, Sensor Fusion, Generative models such as GANs, Pose estimation: Body, Facial, Hand or Eye Tracking, Dense 3D reconstruction, Object detection, segmentation and tracking Scene understanding/ Semantic Segmentation Photorealistic rendering Factory, HW, Camera or Online Calibration
Description（岗位职责）
Design and develop novel computer vision and/or machine learning algorithms in areas such as: real-time scene and object tracking, reconstruction and understanding as well as, segmentation, face tracking, body tracking, key point estimation, depth sensing, generative approaches such as GANs, 3D stereo and volumetric reconstruction, avatars, reconstructions and virtual try-ons
Develop prototypes for future VR/AR/MR experiences, drive continued development, and integrate robust solutions into products
Collaborate with cross-functional engineering and research teams from Reality Labs (RL) and AI Research (FAIR)in computer vision, machine learning and graphics
Participate in cutting edge research in computer vision that can be applied to AR/VR product development
Define projects for other engineers to possibly solve and achieve impact based on your directionDefine projects for other engineers to possibly solve and achieve impact based on your direction
Additional Requirements（额外要求）
MSc or PhD degree in Computer Science, Software Engineering or Electrical Engineering focused on Computer Vision, Machine Learning, Robotics or related technical field
5+ years of industry experience working on projects such as: real-time SLAM and 3D reconstruction, sensor fusion and active depth sensing, object and body tracking and pose estimation, and/or image processing. Image and/or semantic segmentation, 2D and 3D key point estimation and surface reconstruction, depth estimation, generative methods such as GANs, or photorealistic rendering
Developing and designing Computer Vision and/or Machine Learning technologies and systems for running on edge devices (e.g. mobile phones, AR/VR devices and/or custom hardware)
Background in machine learning with experience in large scale training and evaluation of deep convolutional and/or recurrent neural networks and/or GANs
Publication track record at conferences such as SIGGRAPH, CVPR, NIPS, ECCV, ICCV, ISMAR, ICML, etc
