Meta AR/VR Job | Research Engineer
Job（岗位）: Research Engineer
Type（岗位类型）: Engineering | Research
Citys（岗位城市）: Pittsburgh, PA
Date（发布日期）: 2022-2-7
Summary（岗位介绍）
Reality Labs (RL) Research brings together a world-class and cross-discipline R&D team with the shared goal of developing the next generation of AR and VR experiences. In our lab, we are revolutionizing the way we interact with each other in the era of the Metaverse, in the form of a pioneering technology called codec avatars These avatars achieve unprecedented realism, but the computational barrier remains for its wider adoption as the industry moves towards mobile.
As such, we have established the Mobile Telepresence team and are now seeking a talented Research Engineer to aid our work. An ideal candidate should be able to collaborate with fellow engineers and researchers to push forward the boundaries of what realism can be on mobile platforms, where computational resources are scarce, and to materialize and deploy those ideas into full machine vision experiences onto the actual hardware; strong scientific coding, documentation, and interpersonal communication skills are essential. Join us on the adventure of a lifetime as we make science fiction real and change the world!
Qualifications（岗位要求）
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.
Master’s degree or above in computer science, computer vision, or equivalent
Experience with scientific programming languages such as Python and C++
Experience with deep learning frameworks such as PyTorch
Experience in developing an end-to-end ML pipeline that includes data preprocessing, model development, deployment, and optimization, as well as experience integration
Experience in communicating the results of analyses in a clear and effective manner
Description（岗位职责）
Collaborate with fellow staff members to develop research ideas, experiments, experience prototypes, and processing pipelines to advance the SOTA in photo-realistic telepresence
Optimize algorithms and pipelines towards mobile platforms with limited compute
Deliver readable, maintainable and scalable code in support of these activities
Additional Requirements（额外要求）
Experience with deployment of real-time ML systems on mobile devices
Experience with programming for mobile GPUs, such as with OpenGL ES and Vulkan
Familiarity with select topics related to photo-realistic representations of human
Understanding of the full machine vision pipeline from hardware to algorithms
Demonstrated track record of publication in top conferences such as CVPR, ECCV, and SIGGRAPH
