Staff Software Engineer, Machine Learning Compilers, Edge TPU
Mountain View, CA, USA; Kirkland, WA, USA
USD 207K-300K Senior-level Full Time
Tasks
- Analyze and improve compiler quality
- Build ML compilers for EdgeTPU
- Co optimize execution across CPU GPU TPU
- Compile ML models for EdgeTPU
- Deploy optimized ML models on EdgeTPU
- Design hardware software interface for EdgeTPU
- Extend ML authoring frameworks for EdgeTPU
- Optimize compilation performance
Perks/Benefits
- N/A
Skills/Tech-stack
Accelerator development | Co-design | Compilation Optimization | Compiler development | Compute architecture | Hardware-Software Co-design | Hardware/software | Inference Optimization | JAX | LLVM | MLIR | Machine Learning | Machine Learning Compilers | Machine Learning Infrastructure | Model Deployment | Model Evaluation | Model Inference | Model Inference Optimization | Model Optimization | Parallelization | PyTorch | Software Co-design
Education
Roles
Regions
Countries
States
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