Research Scientist Intern, PyTorch On-Device (PhD) jobs in United States
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Meta · 1 day ago

Research Scientist Intern, PyTorch On-Device (PhD)

positionMenlo Park, CA
timeInternship
remoteOnsite
seniorityIntern

Meta builds technologies that help people connect, find communities, and grow businesses. They are seeking a Research Scientist Intern to develop and apply performance techniques to on-device AI, collaborating with various teams to advance machine learning frameworks.

Computer Software
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Comp. & Benefits

Responsibilities

Develop new or apply existing performance techniques to on-device AI
Explore quantization, sparsity, and model/software co-design as solutions
Apply knowledge and research to advance the state-of-the-art in on-device machine learning frameworks
Collaborate with users and developers of PyTorch and ExecuTorch to enable new use cases inside and outside Meta

Qualification

PhD in Computer ScienceML compilersPerformance optimizationSparsityQuantizationKernel developmentCross-functional communicationTeam collaboration

Required

Currently has, or is in the process of obtaining, PhD degree in the field of Computer Science or a related STEM field
Experience in ML compilers, sparsity, quantization, kernel development, or similar as applied to on-device and highly-constrained environments
Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment

Preferred

Experience working on other AI/ML optimized runtime stacks
Experience with performance optimization of machine learning models for on-device inference
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

Company

Meta

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Meta's mission is to build the future of human connection and the technology that makes it possible.
dateFounded in 2004
location
Menlo Park, CA, US
people-size10001+ employees
web-link
https://www.metacareers.com/

Funding

Current Stage
Late Stage

Leadership Team

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Kathryn Glickman
Director, CEO Communications
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Christine Lu
CTO Business Engineering NA
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