ML/HW Codesign Scientist for On-Device AI (AR/VR)

Meta Careers; Sunnyvale, Northern (CA, KY); Hybrid; USD 180,000 - 260,000; Full time

Job summary

Reality Labs in Sunnyvale, CA seeks a Research Scientist to advance ML hardware–software co-design for on-device AI in AR/VR. The role centers on developing energy-efficient ML acceleration and integration of algorithms with hardware systems.

You will identify ML acceleration problems, collaborate across hardware and software teams, and invent novel ML accelerator solutions while ensuring seamless integration of software to hardware.

Responsibilities

• Identify and solve multi-discipline ML acceleration problems across algorithms, network design, hardware architecture, and AR/VR use cases.
• Collaborate across hardware and software to solve deep co-design problems with other researchers.
• Codesign novel ML accelerator and system architecture solutions and integrate algorithms and software.
• Develop model compression and scalability techniques (numerics, pruning, distillation).

Job description

Reality Labs in Sunnyvale, CA seeks a Research Scientist to advance ML hardware–software co-design for on-device AI in AR/VR. The role centers on developing energy-efficient ML acceleration and integration of algorithms with hardware systems.

You will identify ML acceleration problems, collaborate across hardware and software teams, and invent novel ML accelerator solutions while ensuring seamless integration of software to hardware.