Position Details
About this role
This role focuses on advancing the Triton compiler stack for AMD GPUs, including building compiler infrastructure, optimizing kernels, and collaborating with hardware teams to improve performance and usability.
Key Responsibilities
- Develop Triton compiler backend; Optimize GPU kernels; Improve memory and execution efficiency; Collaborate with architecture teams; Enhance compiler infrastructure
Technical Overview
The technical environment includes compiler backends like LLVM and MLIR, AMD's ROCm platform, GPU architecture, and performance profiling tools, aimed at optimizing Triton kernels for AMD hardware.
Ideal Candidate
The ideal candidate is a lead compiler engineer with deep expertise in GPU compiler technologies, performance optimization, and GPU architecture. They should have experience working with LLVM, MLIR, and AMD GPU backends, and be capable of developing high-performance kernels and compiler infrastructure.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience with compiler technologies, No background in GPU architecture or performance engineering, Unable to work in a hybrid environment, No experience with AMD GPUs
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