Meta AR/VR Job | Research Engineer Intern (Audio AI/ML)
Job（岗位）: Research Engineer Intern (Audio AI/ML)
Type（岗位类型）: Engineering | Machine Learning, Production Engineering, Research, Solutions Engineering
Citys（岗位城市）: Redmond, WA
Date（发布日期）: Before 2021-12-14
Summary（岗位介绍）
The Facebook Reality Labs (FRL) Research Team brings together a world-class team of researchers, developers, and engineers to create the future of virtual and augmented reality, which together will become as universal and essential as smartphones and personal computers are today. And just as personal computers have done over the past 45 years, AR and VR will ultimately change everything about how we work, play, and connect. We are developing all the technologies needed to enable breakthrough AR glasses and VR headsets, including optics and displays, computer vision, audio, graphics, brain-computer interfaces, haptic interaction, eye/hand/face/body tracking, perception science, and true telepresence. Some of those will advance much faster than others, but they all need to happen to enable AR and VR that are so compelling that they become an integral part of our lives.
In particular, the FRL Research audio team is focused on two goals; creating virtual sounds that are perceptually indistinguishable from reality, and redefining human hearing. See more about our work here (https://tech.fb.com/inside-facebook-reality-labs-research-the-future-of-audio/). These two initiatives will allow us to connect people by allowing them to feel together despite being physically apart, and allow them to converse in even the most difficult listening environments.
FRL Research Redmond is looking for interns who are passionate about ground breaking research in audio signal processing, machine learning and audio-visual learning to solve important audio-driven problems for AR/VR applications. We currently have open positions for a range of projects building software solutions to enable research in multimodal representation learning, audio visual scene analysis, egocentric audio visual learning, multi-sensory speech enhancement and acoustic activity localization. Come join us as we make AR and VR happen!
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a Master’s degree in the field of Computer Science or a related STEM field.
Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment.
1+ years software engineering experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. Github).
2+ years experience using machine learning frameworks such as PyTorch or TensorFlow.
1+ years experience working with large data sets for machine learning.
1+ years experience in evaluation of networks described in ML papers.
1+ years experience with statistical modeling techniques and audio signal processing.
Description（岗位职责）
Model, design, develop and test novel audio-visual/speech algorithms using machine learning, signal processing, and computer vision.
Collaborate with researchers and engineers across diverse disciplines using Facebook’s infrastructure (e.g. source control, distributed compute clusters, large data set storage) most effectively.
Write clean readable code, debug complex problems that span systems, prioritize ruthlessly and get things done with a high level of efficiency.
Learn and dive into new areas with unfamiliar technologies, and embrace the ambiguity of AR/VR problem solving.
Additional Requirements（额外要求）
Currently has, or is in the process of obtaining, a minor degree or emphasis in Machine Learning, Artificial Intelligence or Computer Vision.
Experience developing in C/C++.
Interpersonal skills: cross-group and cross-culture collaboration.
Intent to return to degree-program after the completion of the internship.
