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Meta AR/VR Job | Research Intern, Computational Imaging, ML and Machine Perception (PhD)

Job(岗位): Research Intern, Computational Imaging, ML and Machine Perception (PhD)

Type(岗位类型): Machine Learning | Research

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 AR and VR, which together will become as universal and essential as smartphones and personal computers are today. The Surreal Vision team is looking for the next generation of scientists and engineers to tackle the most ambitious problems in machine perception.

In this internship, you will not only work on the forefront research topics present in academia and industry, but beyond you will work with a team invested in building the complete stack from sensor and optics design to fundamental machine learning and computer vision algorithms to the applications driving LiveMaps and the Metaverse. Our working style is fast-paced, focused on rapid progress and audacious exploration of novel solutions for fundamental problems.

Our internships are twelve (12) to twenty four (24) weeks long and you have the option to start at various dates throughout the year.

Qualifications(岗位要求)

Currently has or is in the process of obtaining a PhD in the field of Computer Science, Computer Vision, Machine Learning, Computational Imaging or related field

2+ years experience in at least one of the fields of Applied Optics, Computational Imaging, Computer Vision, Computer Graphics, or a related field

2+ years experience in Machine Learning

2+ years experience in Python or C++

2+ years experience with deep learning frameworks such as PyTorch

Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment

Must be available for 3 month to 6 month internship between January 1, 2022 and December 31, 2022

Interpersonal experience: cross-group and cross-culture collaboration

Description(岗位职责)

Investigate novel systems and components for computational imaging systems that achieve high performance through a combination of optical, algorithms and machine learning

Design, develop, prototype, execute and analyze advanced imaging and perception systems for future headsets

Collaborate with and support other researchers across various disciplines

Communicate research agenda, progress and results

Additional Requirements(额外要求)

Intent to return to degree-program after the completion of the internship

Experience with rapid proto-typing of experimental imaging setups

Experience with sensors, optics, cameras and imaging systems for machine perception

Experience in computer vision, including but not limited to detection, tracking, reconstruction and photo-realism

Broad understanding of the full machine vision pipeline from sensors to high-level algorithms

Strong demonstrated contributions in the area of machine learning and deep learning

Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading publication venues related to the internship topic

Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub)

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