Facebook

Postdoctoral Research Scientist, On-Sensor Compute Development (PhD)

Posted on: 6 Feb 2021

Menlo Park, CA

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. We are currently seeking a Postdoctoral Research Scientist to be an integral part of the Sensors and Systems team that focuses on inventing and leading the future of image sensor technologies.This role will focus on the technologies needed for on-sensor compute, to develop future generations of smart ultra low power image sensors.

Postdoctoral Research Scientist, On-Sensor Compute Development (PhD) Responsibilities

* Explore ground breaking intelligent vision and sensing technologies for AR/VR systems

* Implement machine perception and artificial intelligent algorithms that are suitable for on-sensor integration for low-power, low latency cognitive systems

* Develop sensing and vision processing circuit and hardware, investigate innovative sensor architectures and on-sensor vision processing compute engines

* System performance and evaluation by modeling, simulation, experimenting, data collection, and tradeoff study

* Collaborate with internal and external computer vision scientists, hardware and software architects, perception scientists, and optical experts on cutting edge vision systems

* Mentor MS/PhD interns and collaborate with external academic groups and companies to advance our research goals

* Publish research results in top-tier journals and at leading international conferences

Minimum Qualifications

* Currently has, or in the process of obtaining, a PhD degree in the field of VLSI Circuit Design, Computation Architecture, Machine Learning and Artificial Intelligence, Computer Science, Computer Vision or a related field

* Experience in one or more of the following fields: Hardware architectures and novel emerging technologies (memories, 3d-integration), Machine Learning Accelerator Design, Sensor Design and Modeling, Machine Learning Algorithms, Neural Networks, Physics based models, or a related field

* 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

Preferred Qualifications

* 2+ years of programming experience with C/C++, Python, MATLAB, Torch, etc. languages

* Experience in system modeling across data/image capture, signal processing pipeline, algorithms

* Experience in 3D computer vision algorithms including Calibration, SLAM, Reconstruction, Mapping, Localization, Tracking and Image Processing

* Experience with formulating and solving algorithm optimization problems

* Proven track record of achieving significant results, as demonstrated by grants, fellowships, patents, or first-authored publications at leading workshops or conference (e.g., IEEE VLSI Symposium, IEEE ISSCC, IEEE IEDM, JSSC, IEEE TCAS, ICCV, ISCA, Micro, etc.)

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.