Research Scientist Intern, PyTorch Compiler (PhD)

Meta • Menlo Park, CA • 12h ago

Summary:

Our team makes PyTorch run faster and more resource-efficient without sacrificing the flexibility and ease of use of PyTorch.Team scope:- Advance PyTorch 2.0 technologies that bring torch.compile() to the heart of PyTorch- Advance PyTorch Distributed through torch.compile()- Improve PyTorch out-of-the-box performance on GPU, CPU, accelerators- Vertical performance optimization for models for training and inferenceOur team at Meta AI offers twelve (12) to sixteen (24) weeks long internships and we have various start dates throughout the year.

Required Skills:

Research Scientist Intern, PyTorch Compiler (PhD) Responsibilities:

Develop new techniques in TorchDynamo, TorchInductor, PyTorch core, PyTorch Distributed.

Explore the intersection of PyTorch compiler and PyTorch Distributed.

Optimize Generative AI models across the stack (pre-training, fine-tuning, and inference).

Improve general PyTorch performance.

Conduct cutting-edge research on ML compiler and ML distributed technologies.

Collaborate with users of PyTorch to enable new use cases for the framework both inside and outside Meta.

Minimum Qualifications:

Currently has or is in the process of obtaining a PhD degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience

Experience in ML compiler, Distributed Training, ML systems, or similar

Proficient in Python or Cuda programming

Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment

Preferred Qualifications:

Experience working on other ML compiler stack, especially on PT2 stack or Triton

Experience doing performance optimization on machine learning models

Intent to return to degree program after the completion of the internship/co-op

Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as NeurIPS, MLSys, ASPLOS, PLDI, CGO, PACT, ICML, or similar

Experience working and communicating cross functionally in a team environment

Public Compensation:

$7,650/month to $12,134/month + 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 stereo@types, 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@meta.com.

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