Senior Compiler Engineer
2 weeks ago
Role Summary
The AWS Neuron Compiler team is seeking skilled compiler engineers to develop a state-of-the-art deep learning compiler stack.
This stack optimizes application models across diverse domains, including Large Language and Vision, from leading frameworks like PyTorch, TensorFlow, and JAX.
As a Senior Compiler Engineer, you will work closely with custom-built Machine Learning accelerators, including Inferentia/Trainium, which represent the forefront of AWS innovation for advanced ML capabilities.
Key Responsibilities
- Develop and maintain tooling for best-in-class technology to raise the bar of the Neuron Compiler's accuracy and reliability.
- Lead efforts building fuzzers and specification synthesis tooling for our LLVM-based compiler.
- Work in a team with a science focus, striving to push the edge of what is known to best deliver customers.
Requirements
- 6+ years of leading design or architecture of new and existing systems experience.
- 5+ years of experience in developing compiler features and optimizations.
- Proficiency in C++ and Python programming, applied to compiler or verification projects.
- Familiarity with LLVM, including knowledge of abstract interpretation and polyhedral domains.
Preferred Qualifications
- Masters degree or PhD in computer science or equivalent.
- Experience with deep learning frameworks like TensorFlow or PyTorch.
- Understanding of large language model (LLM) training processes.
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