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AI Compiler Engineer

AI Compiler Engineer

Mips

5 - 12 years

7 - 14 Lacs

Pune

Posted:3 months ago| Platform:

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Skills Required

ASR Backend Matrix Debugging Transformers Scheduling Hardware Open source Automotive Robotics

Work Mode

Work from Office

Job Type

Full Time

Job Description

We are building a next-generation AI Compiler and Runtime Stack targeting a QEMU-emulated RISC-V-based NPU architecture.

You will work on cutting-edge open-source technologies like MLIR, IREE, and LLVM, designing advanced compiler flows for scalar, vector (RVV), and matrix multiplication cores powering real-world Automotive, Robotics, and AR/VR AI workloads.

This is a rare opportunity to work on an end-to-end AI system from model ingestion (PyTorch, TensorFlow, ONNX) through optimized codegen and runtime deployment.

Why Join Us?

Build a full-stack AI platform from the ground up.

Work on next-generation RISC-V AI accelerators.

Opportunity to contribute upstream to MLIR, LLVM, and IREE.

Responsibilities:

Develop custom MLIR dialects, passes, and transformations for optimizing AI models.

Extend the LLVM RISC-V backend to support new instructions.

Integrate hand-optimized ukernels with IREE for critical AI operations (matmul, convolution, reductions).

Build compiler optimizations for: Loop unrolling, fusion, and vectorization, Memory access optimization (SRAM-aware).

Lower AI models from high-level ML frameworks through MLIR to LLVM IR, generating RISC-V assembly.

Enhance IREEs codegen and runtime scheduling for scalar, vector, and matrix cores.

Collaborate with hardware architects, runtime developers, and QEMU platform engineers.

Qualifications:

Prior work with AI/ML workloads (Vision Transformers, Object Detection, ASR, etc.).

Familiarity with ping-pong buffering in SRAM and optimizing for memory bandwidth.

Contribution to open-source projects in MLIR, LLVM, or IREE.

Understanding of AI model optimization techniques (quantization, tiling, scheduling).

Experience with profiling and debugging low-level systems.

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AI Compiler Engineer