Meta AR/VR Job | Research Scientist Intern, Computer Vision/Deep Learning (PhD)

Job(岗位): Research Scientist Intern, Computer Vision/Deep Learning (PhD)

Type(岗位类型): Computer Vision | Machine Learning

Citys(岗位城市): Seattle, WA | Burlingame, CA

Date(发布日期): 2022-12-2

Summary(岗位介绍)

Reality Labs (RL) teams are looking for exceptional Research interns to help us create next generation interaction technologies for virtual and augmented reality. Our interns will have an opportunity in investigating novel methods in 3D scene inference, understanding, representation, or display/rendering. The main objective of the internship is to push for a publication, but bonus points if your algorithm can function stably and be integrated in our systems.

Qualifications(岗位要求)

Currently has, or are in the process of obtaining a PhD degree in the field of computer vision (or machine learning with a strong computer vision focus)

Experience in one or more of the following research fields such as Visual scene modeling, Neural scene representations (like NeRFs), 3D mapping & localization, scene/semantic understanding, structure from motion, multi-view geometry, SLAM, 3D reconstruction Non-Visual localization / SLAM, sensor data fusion, inertial sensors understanding

1+ year experience with Python, PyTorch and/or C++.

Interpersonal experience cross-group and cross-culture collaboration.

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

Description(岗位职责)

Literature study on the scientific state of the art for the given problem

Collaboration with other researchers from the assigned team and related teams

Development of algorithms to improve on the scientific state of the art for the given problem

Implementation of those algorithms in code and integration in our production systems

Design and execution of experiments suited to analyze the algorithm’s effectiveness

Regular communication of the research agenda, progress, and results, and writing a paper for publication.

Additional Requirements(额外要求)

Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading journals (TPAMI, IJCV, etc.) or computer vision conferences such as CVPR, ICCV, ECCV, ICLR or similar.

Experience in applying machine learning / deep learning in the multi-view geometry field such as e.g. structure from motion, visual localization, SLAM, stereo, depth estimation, object segmentation, neural radiance fields

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

Intent to return to degree-program after the completion of the internship/co-op

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