Job Description

Facebook Reality Labs (FRL) focuses on delivering Facebook's vision through Virtual Reality (VR) and Augmented Reality (AR). The compute performance and power efficiency requirements of Virtual and Augmented Reality require custom silicon. Facebook Silicon team is driving the state-of-the-art forward with breakthrough work in computer vision, machine learning, mixed reality, graphics, displays, sensors, and new ways to map the human body. Our chips will enable AR & VR devices where our real and virtual world will mix and match throughout the day. We believe the only way to achieve our goals is to look at the entire stack, from transistor, through architecture, firmware, and algorithms. We are growing our ASIC Design and Architecture team within FRL and are seeking engineers at all levels who will work with a world-class group of researchers and engineers to implement and contribute to the development and optimization of low power machine learning accelerators and state-of-the-art SoCs.

ML Architect Responsibilities

* Identify and solve multi-discipline ML acceleration problems involving algorithms, network design, hardware architecture and AR/VR use cases. Many of these would be first time solutions in the industry.

* Work across hardware and software, to solve deep co-design problems with other Research scientists working in this area.

* Attend conferences/interpret papers and stay updated with latest research advancements in the field of ML acceleration.

Minimum Qualifications

* PhD in Electrical Engineering, Computer Science or equivalent experience.

* 8+ years experience in silicon architecture.

* Experience with ML models, algorithms or accelerator architecture.

* Experience in either RTL coding or performance modeling.

Preferred Qualifications

* Experience with ML, graphics or computer vision accelerator.

* Experience with TensorFlow, Pytorch or similar machine learning toolsets.

* Experience with at least one procedural programming language (C, C++, Python etc.).

* Experience in ASIC design flow (Design, Verification, Integration, Synthesis).

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 support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or who are neurodivergent, and to candidates with sincerely held religious beliefs or requiring pregnancy related support. If you need support, please reach out to accommodations-ext@fb.com.