Summary:

Meta is seeking an experienced software engineer to join our Accelerator Solutions & Technologies group, supporting the development of Meta’s accelerators collective communications software library and optimizing distributed AI/ML workloads’ performance. This is an opportunity to work with a highly skilled engineering team, collaborating with a large set of cross-functional and international partners. Meta’s next-generation, super-cluster AI/ML platforms offer the opportunity to work in an extremely dynamic environment, enabling core technologies deployed in some of the world’s largest scale clusters.

Required Skills:

Software Engineer, Accelerator Solutions & Technologies Responsibilities:

1. Contribute to our developer infrastructure, including simulation and HW emulation platforms, to enable performance measurement and optimization for Meta’s in-house accelerator programs

2. Understand and contribute to the collective communications library, intended to be deployed on Meta’s AI/ML superclusters.

3. Support networking and compute hardware acceleration techniques to improve ML inference and training model performance.

4. Perform architectural analysis to ensure system designs meet performance, scalability, and reliability requirements.

5. Implement simulation models for Meta’s Accelerator ASICs, develop and analyze various scenarios to evaluate data center performance and identify potential improvements.

6. Collaborate with architects and engineers to integrate simulation results into system design processes.

7. Use instruction set simulators to define performant firmware for Meta's training/inference accelerators.

8. Collaborate with hardware and firmware teams to ensure accurate modeling and simulation of accelerator functionalities.

9. Analyze simulation results to guide firmware development and optimization efforts.

Minimum Qualifications:

Minimum Qualifications:

10. Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.

11. Masters or PhD in Computer Science, Computer Engineering, or any other relevant technical field

12. 2+ years experience in developing C++ codebase

13. 2+ years experience in developing Python codebase

14. Understanding of performance, benchmarking measurement, and optimization on collective communications and distributed at-scale model training

Preferred Qualifications:

Preferred Qualifications:

15. Full-stack experience and understanding of AI/HPC systems, with a focus on the application layer and performance optimizations

16. Familiarity with relevant tools, libraries, and frameworks (e.g., PyTorch, CUDA)

17. Knowledge of AI/HPC hardware requirements and specifications (e.g., configuring hardware components for AI/HPC workloads)

18. Understanding of the transport stack (e.g., RoCE) and its constraints particularly pertaining to interconnect and collective

19. Experience with SystemC

Public Compensation:

$56.25/hour to $173,000/year + bonus + equity + benefits

Industry: Internet

Equal Opportunity:

Meta is proud to be an Equal Employment 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. Meta participates in the E-Verify program in certain locations, as required by law. Please note that Meta may leverage artificial intelligence and machine learning technologies in connection with applications for employment.

Meta 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.