Graphics Workload & Performance Modeling Architect

Employer

Job Description

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 Reality Labs (FRL), focuses on delivering Facebook's vision through Augmented Reality (AR). Compute power requirements of 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 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 transistors, through architecture, to firmware, and algorithms. We are currently seeking a Graphics Workload and Performance Modeling Architect to support the development of a custom graphics pipeline optimized for AR/VR systems. As part of the Graphics Systems Engineering team, the candidate will help lead performance modeling and analysis of graphics workloads. The ideal candidate for this role will have an excellent grasp of graphics and system architecture, experience in building performance models for graphics pipelines and background in creating and optimizing graphics workloads. Successful candidates are motivated self-starters who are comfortable operating in a cross-functional environment, and have a hands-on approach to problem-solving. The candidate will work in close collaboration with the groups developing the hardware, system software and SoCs for AR/VR devices.

Responsibilities
  • Lead power/performance modeling and analysis of graphics pipeline components and use cases
  • Capture graphics workloads from AR/VR applications and system usages
  • Support all phases of Silicon SoC development from a graphics pipeline modeling perspective - from early definition on through specification, architecture and productization
  • Contribute to execution of our silicon technology/graphics roadmap to make beyond state-of-the-art advances in performance, power consumption and form factor
  • Collaborate closely with the graphics and system architecture teams to develop performance models for AR/VR graphics pipeline
Minimum Qualification
  • 3+ years of experience in IP/SoC/System performance modeling and workload analysis/optimization for real-time graphics
  • Experience with GPU hardware architectures or graphics pipelines
  • Understanding of SoC and System architecture and heterogeneous compute principles
  • Experience with programming languages (C/C++ or Python), script automation and data visualization
  • MS EE/CS or equivalent in relevant areas
Preferred Qualification
  • Experience with building or modifying full-system performance simulators
  • Experience with collecting and interpreting performance counters using GPU/CPU profilers
  • Experience in graphics workload development with Unity or Unreal game engines
  • Experience with thermally constrained power/performance optimization in mobile devices
  • Experience employing scientific methods to debug, diagnose and drive the resolution of complex, cross-disciplinary system issues
Facebook is proud to be an Equal Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Facebook is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@fb.com.