Senior Machine Learning Applications and Compiler Engineer
UK, Cambridge, United Kingdom
GBP 240K-325K (estimate) Senior-level Full Time
Tasks
- Benchmark and monitor performance
- Build and maintain high-performance runtime and compiler components
- Collaborate with hardware teams
- Develop algorithms and optimizations for inference and compiler stack
- Extend and integrate with software ecosystem
- Implement inference workload mappings onto systems
- Prototype new compilation techniques
- Publish technical research
Perks/Benefits
- N/A
Skills/Tech-stack
Benchmarking | C++ | Code generation | Compiler development | Dataflow architectures | Deep learning | Deep learning frameworks | Graph transformations | Heterogeneous Architectures | IR design | LLVM | Learning frameworks | MLIR | Memory Optimization | ONNX | Open Source | Open source contribution | Optimization Passes | Parallel Computing | Performance Tuning | Profiling | PyTorch | Research Publication | Rust | Software collaboration | Spatial processors | Systems programming | TensorFlow | Tracing
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