Research Engineer, Systems ML - Compilers - Reality Labs Silicon AI Team
Sunnyvale, CA | Redmond, WA
USD 170K-249K (estimate) Mid-level Full Time
Tasks
- Analyze and improve toolchain efficiency scalability stability
- Architect and implement compiler passes and optimizations
- Build intermediate representations and export formats
- Compile PyTorch models to binaries
- Conduct design and code reviews
- Debug and diagnose compiler system issues
- Develop compiler toolchain for deep learning hardware
- Generate machine code with compiler backends
- Implement graph partitioning
- Implement memory planning
- Interface with machine learning and firmware teams
- Perform graph level optimizations
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | Code generation | Compiler backend | Compiler passes | Executorch | GCC | Glow | Graph optimization | Graph partitioning | Intermediate representation | LLVM | MLIR | MSVC | Machine Code | Machine code generation | Memory planning | Model compilation | PyTorch | Python | Runtime optimization | TensorFlow
Education
Roles
Regions
Countries
States
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