Postdoctoral Researcher, AI and Systems Co-design Team

Meta Meta · Big Tech · Menlo Park, CA

Postdoctoral Researcher focused on AI hardware, software, and algorithms, aiming to advance AI infrastructure and address scalability bottlenecks. The role involves conducting state-of-the-art research, publishing in leading venues, and contributing to Meta's research product development.

What you'd actually do

  1. Utilize extensive understanding of hardware architecture and software to analyze the scalability bottlenecks in our AI and Compute Fleet
  2. Conduct state-of-the-art research to advance the science and technology of AI infrastructure
  3. Collaborate closely with the team as well as cross-functional partners across a broad range of disciplines and contribute towards Meta's research product development
  4. Influence progress of relevant research communities by producing high-quality publications
  5. Open source research code and conduct reproducible research

Skills

Required

  • PhD in CS or related fields
  • Expertise in theoretical and/or empirical research
  • Experience working on AI hardware, software, and algorithms
  • Experience with driving research in large-scale ML Systems/Compiler, AI Accelerator, and/or Distributed Systems
  • Work authorization in country of employment

Nice to have

  • Extensive understanding of hardware architecture and software
  • Experience with AI and Compute Fleet analysis
  • Experience with open-source research code and reproducible research

What the JD emphasized

  • Track record of recent and consistent publications reflecting expertise in theoretical and/or empirical research
  • Proven track record of achieving significant results as demonstrated by publications at leading workshops, journals and conferences
  • large-scale ML Systems/Compiler, AI Accelerator, and/or Distributed Systems

Other signals

  • AI hardware, software, and algorithms
  • AI infrastructure
  • large-scale ML Systems/Compiler, AI Accelerator, and/or Distributed Systems