✦ Luna Orbit — AI & Machine Learning

Sr. Software Development Engineer (GPU Machine Learning Performance)

at Advanced Micro Devices

📍 Austin, Texas, United States Hybrid Posted March 18, 2026
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Position Details

Type Full-Time
Experience senior
Exp. Years 5+ years
Education Not specified
Category AI & Machine Learning

About this role

This role involves developing and optimizing GPU-based machine learning inference solutions, focusing on performance analysis, workload profiling, and hardware-software collaboration to meet next-generation AI performance goals.

Key Responsibilities

  • Work on GPU ML workloads
  • Profile inference pipelines
  • Optimize transformer models
  • Collaborate with compiler and hardware teams
  • Develop performance strategies

Technical Overview

The position requires expertise in GPU performance profiling, ML workload development, transformer model optimization, and collaboration with hardware and compiler teams, utilizing tools like CUDA and profiling software.

Ideal Candidate

The ideal candidate is a senior AI/ML engineer with extensive experience in GPU performance analysis, workload optimization, and hardware-software collaboration, particularly in AI inference solutions.

Must-Have Skills

GPU performance analysisMachine Learning workload developmentprofiling end-to-end inference pipelinesoptimizing execution paths for transformer modelscollaborating with hardware and software teams

Nice-to-Have Skills

GPU edge inference solutionspre and post-silicon developmentmemory layout optimizationdistributed systemscompiler collaboration

Tools & Platforms

GPUCUDAprofilersperformance analysis toolscompiler tools

Required Skills

GPUMachine Learningperformance profilingworkload optimizationGPU performance analysistransformer modelsquantizationdistributed executioncompilerkernel developmenthardware architecture

Hard Skills

GPUMachine LearningPerformance profilingWorkload optimizationGPU performance analysisTransformer modelsQuantizationDistributed executionCompilerKernel developmentHardware architecture

Soft Skills

collaborationproblem-solvingperformance optimizationteamworkcommunication

Industry & Role

Industry Technology
Job Function Developing and optimizing GPU-based machine learning inference solutions
Role Subtype AI & Machine Learning
Tech Domains GPU, Machine Learning, Hardware architecture

Keywords for Your Resume

GPUMachine Learningperformance profilingworkload optimizationGPU performance analysistransformer modelsquantizationdistributed executioncompilerkernel developmenthardware architectureAIMLGPU edge inferencepre-siliconpost-siliconmachine learningprofilingdistributed systemskernelperformance optimizationedge inference

Deal Breakers

Lack of experience in GPU performance profiling, No background in machine learning workloads, No experience with hardware architecture

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