Senior Machine Learning Applications and Compiler Engineer, LPX
Tasks
- Benchmark profile and monitor performance metrics
- Build runtime and compiler components
- Collaborate with hardware architects and design teams
- Develop graph transformations and scheduling strategies
- Generate efficient mappings of neural network graphs
- Integrate with software ecosystem
- Map inference workloads to NVIDIA systems
- Optimize memory and layout for spatial processors
- Optimize neural network inference
- Prototype compilation and runtime techniques
- Publish technical work on compilation approaches
Perks/Benefits
Skills/Tech-stack
Algorithms | Benchmarking | C++ | Capacity Planning | Code generation | Compiler | Concurrency | Data Structures | Debugging | Distributed Systems | GPUs | Graph optimization | Heterogeneous computing | Intermediate representation | LLVM | MLIR | ONNX | Optimization | Parallel Computing | Performance Modeling | Profiling | PyTorch | Runtime | Rust | TensorFlow | Tracing
Education
Regions
Countries
States
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