Facebook

Research Scientist, 3D Computer Vision & State Estimation

Posted on: 1 Mar 2021

Redmond, WA

Job Description

Facebook Reality Labs Research (FRL Research) brings together a world-class R&D team of researchers, developers, and engineers with the shared goal of developing AR and VR across the spectrum. The Surreal Vision group at FRL Research is seeking exceptional research scientists to solve research challenges on the path to building future machine perception enabled technologies. The aim of this role is to develop and advance computer vision algorithms and SW systems for real-time and offline SLAM, sensor fusion, structure from motion, visual odometry, sensor/display calibration, 3D reconstruction and relocalization.

Research Scientist, 3D Computer Vision & State Estimation Responsibilities

* Research, develop and prototype advanced tightly integrated hardware and software technologies in the domain of tracking, 3D reconstruction, localization, SfM, calibration automation etc.

* Analyze and improve efficiency, accuracy, scalability, and stability of currently deployed systems.

* Collaborate with team members throughout the lifetime of a project, from prototyping to deployed products.

* Deliver research results that have a direct impact on Facebook and Oculus products.

Minimum Qualifications

* PhD in the field of computer vision, robotics or equivalent.

* Experienced in advanced geometric computer vision, including tracking, SLAM, visual-inertial odometry, sensor/display calibration, large-scale structure from motion or relocalization technologies.

* Mathematical background and understanding of numerical optimization, linear algebra, probabilistic estimation and 3D geometry.

* 3+ years C++ experience including experience with modern C++ features.

* Experience understanding, developing, and analyzing complex systems.

* Interpersonal experience: cross-group and cross-culture collaboration.

Preferred Qualifications

* Experience with optical flow types methods or online calibration.

* Background in optics or computational imaging.

* Experience working in a Linux environment.

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

* Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as CVPR, ECCV/ICCV, ICCP, 3DV, BMVC, or SIGGRAPH.

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

Locations

About the Facebook company

Facebook's mission is to give people the power to build community and bring the world closer together. Through our family of apps and services, we're building a different kind of company that connects billions of people around the world, gives them ways to share what matters most to them, and helps bring people closer together. Whether we're creating new products or helping a small business expand its reach, people at Facebook are builders at heart. Our global teams are constantly iterating, solving problems, and working together to empower people around the world to build community and connect in meaningful ways. Together, we can help people build stronger communities we're just getting started.

Facebook is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at accommodations-ext@fb.com.

Facebook

Menlo Park, CA

Facebook, Inc. provides various products to connect and share through mobile devices, personal computers, and other surfaces worldwide. The company’s products include Facebook that enables people to connect, share, discover, and communicate with each other on mobile devices and personal computers; Instagram, a community for sharing photos, videos, and messages; Messenger, a messaging application for people to connect with friends, family, groups, and businesses across platforms and devices; and WhatsApp, a messaging application for use by people and businesses to communicate in a private way. It also provides Oculus, a hardware, software, and developer ecosystem, which allows people to come together and connect with each other through its Oculus virtual reality products. As of December 31, 2018, it had approximately 1.52 billion daily active users. The company was founded in 2004 and is headquartered in Menlo Park, California.

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