Cutting-Edge Research Scientist for AI Hardware-SW Codesign

6 days ago


Sunnyvale, California, United States META Full time

Meta, a leader in social technology, is seeking an exceptional Research Scientist to join its Reality Labs Silicon team. The ideal candidate will have a strong background in machine learning and deep learning domains, with experience in developing AI models, hardware acceleration, and software systems.

About the Role

We are looking for a talented individual who can identify and solve multi-discipline ML acceleration problems involving algorithms, network design, hardware architecture, and AR/VR use cases. The successful candidate will work across hardware and software to develop novel ML accelerator and system architecture solutions, and facilitate the integration of algorithms and software to utilize these enhancements.

Responsibilities
  • Design and implement cutting-edge AI models and algorithms for efficient training and on-device inference.
  • Collaborate with cross-functional teams to develop and integrate new hardware and software technologies.
  • Develop and optimize model compression and scalability techniques using numerics, pruning, distillation, and other advanced methods.
  • Work with partners to deliver impact through data-driven analysis and solution development.
  • Define use cases, develop methodologies, and benchmarks to evaluate different approaches.
Requirements
  • Bachelor's degree in Computer Science, Computer Engineering, or relevant technical field, or equivalent practical experience.
  • PhD in Electrical Engineering, Computer Science, or equivalent experience.
  • 2+ years of specialized experience in one or more of the following machine learning/deep learning domains: Model compression, hardware-aware model optimizations, hardware accelerators architecture, GPU architecture, machine learning compilers, or ML systems, AI infrastructure, high-performance computing, performance optimizations, or Machine learning frameworks (e.g., PyTorch), numerics, and SW/HW co-design.
About Meta

Meta builds technologies that help people connect, find communities, and grow businesses. With a focus on innovation and collaboration, we're shaping the future of social technology. As a Research Scientist at Meta, you'll have the opportunity to work on cutting-edge projects, collaborate with top talent, and contribute to the development of next-generation AI technologies.

Salary and Benefits

The estimated salary for this role is $177,000 - $251,000 per year, plus bonus, equity, and benefits. We offer a comprehensive compensation package that includes competitive salaries, bonuses, stock options, and benefits. At Meta, we believe in recognizing and rewarding our employees' contributions and hard work.



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