AI/ML Compiler & Runtime Software Engineer
IND - Maharashtra - Pune, India
INR 3000K-5000K (estimate) Senior-level Full Time
Tasks
- Analyze performance bottlenecks and drive optimizations
- Architect AI compiler and runtime flows
- Build test infrastructure validation flows and benchmarks
- Collaborate on hardware software bring up for edge workloads
- Create MLIR dialects and compiler passes
- Define AI SDK architecture and technical direction
- Develop IREE based compiler pipelines
- Enable AI framework import and model lowering
- Implement code generation and runtime integration
- Optimize neural network workloads for edge deployment
- Provide technical leadership for compiler runtime teams
- Set up CI pipelines for compiler and runtime regression tracking
- Support CPU vector matrix and NPU acceleration paths
- Support debugging performance tuning and deployment enablement
Perks/Benefits
- N/A
Skills/Tech-stack
AI Model Optimization | AI model | Bazel | C# | C++ | CI/CD | CMake | Code generation | Cross-compilation | Debugging | Git | IREE | Jenkins | LLVM | Linalg | Linux | MLIR | Memory planning | Model Optimization | NPU acceleration | ONNX | Operator fusion | Profiling | PyTorch | Python | Quantization | RISC-V | TOSA | Tensor layouts | TensorFlow Lite | Tiling | Torch-MLIR | Vectorization
Education
N/A
Roles
AI | AI Compiler Engineer | Compiler Engineer | Engineer | ML Runtime Engineer | Runtime Engineer
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