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Research Scientist, PyTorch Compiler (University Grad)
source link: https://www.facebookcareers.com/jobs/4847189345299609/
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Research Scientist, PyTorch Compiler (University Grad)
Research Scientist, PyTorch Compiler (University Grad)
Research Scientist, PyTorch Compiler (University Grad)
Our team’s mission is to make PyTorch faster and easier to use in order to create and maintain a state-of-the-art machine learning framework that is used across Facebook and the entire industry. The key challenges in the team are extracting structure from PyTorch programs (via TorchScript, torch.fx, and Lazy Tensors), generating fast CPU/GPU code (via runtimes, graph optimizations, and code generation), and enabling deployment of PyTorch (via hardware accelerators and embedding PyTorch inside other systems).
Research Scientist, PyTorch Compiler (University Grad) Responsibilities
Develop new techniques to improve the PyTorch compiler.
Find opportunities for new optimizations to make PyTorch faster.
Apply knowledge and research to advance the state-of-the-art in machine learning frameworks.
Collaborate with users of PyTorch to enable new use cases for the framework both inside and outside Facebook.
Minimum Qualifications
Currently has or in the process of obtaining PhD or BS/MS in computer science or related field and 2+ years of experience.
Experience in machine learning, systems, programming languages, or compilers.
Must obtain work authorization in country of employment at the time of hire and maintain ongoing work authorization during employment.
Preferred Qualifications
Research and software engineer experience demonstrated via grants, fellowships, patents, internship, work experience, and/or coding competitions.
Experience doing performance optimization on machine learning models.
First-authored publications at peer-reviewed conferences (e.g. NeurIPS, MLSys, ASPLOS, PLDI, CGO, PACT, ICML, or similar).
Locations
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 committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to [email protected].
(Colorado only*) Minimum salary of $143,000/year + bonus + equity + benefits
*Note: Disclosure as required by sb19-085(8-5-20)
*Note: Disclosure as required by sb19-085(8-5-20)
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