Machine Learning Compiler Engineer, Self-Driving Hardware
2 weeks ago
As a member of the Self-Driving hardware team, you will be responsible for enabling Tesla's neural networks on our upcoming in-house custom Machine Learning Silicon. Join a small team of experienced developers in automating the compilation of PyTorch-derived neural network graphs into programs that run on next-generation Tesla's custom FSD computer. The ideal candidate is an experienced compiler engineer comfortable working rapidly in a small-team environment.
What You’ll Do- Take ownership of a few areas of the compiler (flexible, based on skills/interests/needs)
- Bring up new hardware silicon and add support in the compiler for these hardware features
- Collaborate with the design team to understand current architecture and propose future improvements
- Develop algorithms to improve performance, while decreasing power
- Degree in Engineering, Computer Science, or equivalent in experience and evidence of exceptional ability
- Prior industry or research experience within compiler development
- Comfortable with Python and C++
- Experience with MLIR and LLVM is a plus
- Good understanding of GPU architecture and AI accelerators
- Excellent problem solving and debugging skills
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