Senior Machine Learning Applications and Compiler Engineer, LPX
Tasks
- Benchmark profile and monitor performance metrics
- Build high performance runtime components
- Collaborate with hardware architects on codesign
- Define workload to hardware mappings
- Develop compiler components
- Implement end to end inference optimization
- Integrate with software ecosystem libraries and tooling
- Optimize memory and layout for spatial processors
- Perform graph transformations and scheduling
- Prototype compilation and runtime techniques
- Publish technical work on compilation approaches
Perks/Benefits
- N/A
Skills/Tech-stack
Benchmarking | C++ | Compiler design | Deep learning | GPUs | Graph Transformation | Heterogeneous computing | IR Optimization | Intermediate representation | LLVM | MLIR | Memory Optimization | ONNX | Parallel Computing | Profiling | PyTorch | Runtime optimization | Rust | Scheduling | TensorFlow | Tracing
Education
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