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Software Engineer, Systems ML
2 months ago
Summary:
Meta is seeking an AI Software Engineer to join our Research & Development teams. The ideal candidate will have industry experience working on AI Infrastructure related topics. The position will involve taking these skills and applying them to solve for some of the most crucial & exciting problems that exist on the web.Some aspects of this role as an HPC specialist will include using lower precision numeric formats (fp8) for training. In addition, you would be optimizing training workloads on new hardware platforms (Blackwell) and exploring newer paradigms for distributed training and data loading. We are hiring in multiple locations.
Required Skills:
Software Engineer, Systems ML - HPC Responsibilities:
- Apply relevant AI and machine learning techniques to build & optimize our intelligent systems that improve Metas products and experiences
- Enable low precision numerics for efficient training.
- Research and deploy techniques for improving training efficiency like data efficient training and efficient optimizers
- Apply techniques for kernel fusion and kernel generation (torch.compile) to improve and optimize training performance
Minimum Qualifications:
Minimum Qualifications:
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- 2+ years of experience in HPC and parallel computing.
- Track record of bringing research ideas to production to improve training efficiency
- Expertise in pytorch and cuda
Preferred Qualifications:
Preferred Qualifications:
- PhD in Computer Science, Computer Engineering, or relevant technical field.
- Publications on conferences like ML Sys, Neurips on the topic of improving training efficiency
Public Compensation:
$70.67/hour to $208,000/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-