Meta AR/VR Job | Computer Vision & Machine Learning Engineer
Job（岗位）: Computer Vision & Machine Learning Engineer
Type（岗位类型）: Computer Vision | Machine Learning, Research
Citys（岗位城市）: Zurich, Switzerland
Date（发布日期）: Before 2021-12-14
Summary（岗位介绍）
The FRL organization at Facebook is helping more people around the world come together and connect through world-class Augmented and Virtual reality (AR/VR) products. With global departments dedicated to research and development in computer vision, machine learning, haptics, social interaction, and more, AR/VR is committed to driving the state of the art forward through relentless innovation. The potential to change the world is immense - and we’re just getting started.
Augmented and Virtual reality will transform the way people come together to work and play. By developing new hardware and software products capable of understanding human appearance, movement and expression, we aim to make it possible for people to feel like they are directly in front of each other, despite being separated by vast distances.
In this role, you will be researching and developing state of the art computer vision and machine learning technologies for solving challenges that bridge virtual and real worlds and can impact billions of people. You will be setting technical direction for the projects you work on and will have opportunities to collaborate with researchers in Facebook Reality Labs (FRL) and Facebook AI Research (FAIR). There are lots of exciting and challenging unsolved problems in computer vision and machine learning for AR/VR.
Qualifications（岗位要求）
Currently has or is in the process of obtaining a PhD degree or postdoctoral assignment in the field of Computer Vision, Machine Learning, Computer Graphics, Robotics or similar
3+ years experience with computer vision – specifically real-time tracking (e.g. of objects, hands, bodies, faces) or 3D reconstruction gained during their PhD
2+ years of experience engineering in C++ or Python including time during their PhD
Experience with computer vision/machine learning libraries such as OpenCV, Matlab, or Torch
Knowledge in machine learning, Bayesian filtering, information theory, and 3D geometry
Description（岗位职责）
Develop creative computer vision and tracking software for a variety of Oculus products
Plan and execute cutting-edge research to advance Oculus product development
Develop novel real-time 3D scene reconstruction techniques and delivering accurate visual odometry systems
Apply machine learning to computer vision problems
Perform research that enables modeling and tracking the human body
Research and prototype techniques and algorithms for object detection and recognition
Develop robust software for integrating multiple sensors and tracking systems
Collaborate with HW and SW engineers to develop prototype solutions for tracking, detection and modeling
Additional Requirements（额外要求）
Professional industry experience in the field of Computer Vision, Machine Learning, Computer Graphics, Robotics or similar
Publication track record at conferences such as SIGGRAPH, CVPR, NIPS, ECCV, ICCV, ISMAR, ICML, etc.
