AI/ML Compiler & Runtime Software Engineer
IND - Maharashtra - Pune, India
INR 2500K-5000K (estimate) Senior-level Full Time
Tasks
- Analyze performance bottlenecks
- Apply operator fusion and tiling
- Architect AI compiler and runtime software
- Build MLIR lowering pipelines
- Build test infrastructure and benchmarks
- Collaborate on hardware software bring up
- Create custom MLIR dialects and passes
- Define AI SDK software architecture
- Develop IREE compiler flows
- Drive graph operator and kernel optimizations
- Enable AI model import from frameworks
- Implement code generation flows
- Implement layout transformation and scheduling
- Integrate runtime interfaces and deployment paths
- Lead engineering teams and mentor engineers
- Optimize execution across CPU vector matrix and NPU
- Optimize neural network workloads
- Perform memory planning and quantization
- Run CI pipelines for correctness and performance
- Support debugging and performance tuning
Perks/Benefits
- N/A
Skills/Tech-stack
Bazel | Bufferization | Build systems | C# | C++ | CI/CD | CMake | Cross-compilation | Debugging | IREE | Jenkins | LLVM | Layout Transformation | Linalg | Linux | MLIR | MLIR Dialects | Memory planning | ONNX | Operator fusion | Profiling | PyTorch | Python | Quantization | Scheduling | TOSA | TensorFlow Lite | Tiling | Torch-MLIR | Vectorization
Education
N/A
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