GlobalFoundries
Pune, Maharashtra, India Posted 16h ago
GlobalFoundries is a leading full-service semiconductor foundry providing design, development, and fabrication services. We are seeking a Sr Staff Engineer in AI/ML compiler and runtime software to join our Platform Software and AI SDK team building foundational software for Physical AI workloads.
Key Responsibilities
Architect, design, and develop AI/ML compiler and runtime software for RISC-V based IP, NPU, and SoC platforms.
Develop and enhance IREE-based compiler flows, including MLIR lowering, code generation, and runtime integration.
Create and maintain custom MLIR dialects, compiler passes, lowering pipelines, and transformation flows.
Work across AI framework import paths including PyTorch, ONNX, and TFLite.
Optimize neural network workloads for edge deployment, including operator fusion, tiling, memory planning, and quantization.
Build test infrastructure, validation flows, benchmark suites, and CI pipelines for AI compiler/runtime.
Requirements
1-4 years of hands-on software engineering experience, with strong experience in compiler, runtime, embedded software, or AI/ML systems.
Strong hands-on experience with IREE, LLVM, and MLIR compiler infrastructure.
Strong C/C++ programming skills, with good Python scripting ability.
Experience working in Linux development environments.