ML Compiler and Performance Engineer

Meta's Training and Inference Accelerators (MTIA) team is developing novel HW to enable efficient execution of AI training and inference workloads. In this role, you will have end-to-end responsibility for the performance of in-production AI models in their transition from stock HW to MTIA chips, with a focus on models that require multi-node compute.To learn more about MTIA, explore the links below:- https://ai.meta.com/blog/meta-training-inference-accelerator-AI-MTIA/- https://ai.meta.com/blog/next-generation-meta-training-inference-accelerator-AI-MTIA/- https://dl.acm.org/doi/full/10.1145/3695053.3731409

ML Compiler and Performance Engineer Responsibilities:

• Identifying bottlenecks and quantifying opportunities for improving performance
• In-depth, end-to-end performance analysis and reporting
• Developing optimizations to address identified bottlenecks
• Optimizing compute/communication overlap
• Work closely with other compiler teams as well as client teams (Recommendation Systems, Generative AI, etc)
  
  

Minimum Qualifications:

• Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
• Experience developing and deploying optimizations at the level of PyTorch/Aten or comparable stacks
  
  

Preferred Qualifications:

• A Masters degree and 4+ years in-domain experience
• A PhD degree and 2+ years in-domain experience
• Experience optimizing multi-node distributed compute
• Experience optimizing runtimes and/or kernels for accelerator platforms
  
  

About Meta:

Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics.

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 [email protected].

$74.04/hour to $217,000/year + bonus + equity + benefits

Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.