AI/ML Compiler & Runtime Software Engineer
IND - Karnataka - Bengaluru - North, India
INR 2500K-4800K (estimate) Senior-level Full Time
Tasks
- Analyze performance bottlenecks and drive optimizations
- Architect AI ML compiler and runtime software
- Build test infrastructure and CI pipelines for compiler correctness performance and regression
- Collaborate on hardware software co design and bring up
- Create custom MLIR dialects and passes
- Define AI SDK architecture and technical direction
- Develop IREE compiler flows
- Enable model lowering from PyTorch ONNX and TFLite
- Implement code generation and runtime integration
- Implement operator fusion tiling memory planning and quantization
- Optimize neural network execution for edge deployment
- Schedule accelerator aware execution
Perks/Benefits
- N/A
Skills/Tech-stack
Bazel | C++ | CI/CD | CMake | Cross-compilation | Debugging | Git | IREE | Jenkins | LLVM | Linalg | Linux | MLIR | Memory planning | ONNX | Operator fusion | Profiling | PyTorch | Python | Quantization | TOSA | TensorFlow Lite | Tiling | Torch-MLIR
Education
N/A
Roles
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