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scripting skills (essential).  </strong> </li> <li>  Experience profiling and analyzing  <strong>   GPU applications  </strong>  , with the ability to understand application behavior and map it to profiler output. </li> <li>  Familiarity with  <strong>   GNU profiling and debugging tools  </strong>  . </li> <li>  Experience with GPU programming (  <strong>   HIP, CUDA  </strong>  ) and an understanding of GPU execution models. </li> <li>  Familiarity with  <strong>   ROCm  </strong>  , AMD GPU architecture, or performance counters. </li> <li>  Knowledge of  <strong>   OpenMP and MPI  </strong>  is a plus. </li> <li>  Experience with  <strong>   Git  </strong>  , open?source workflows, and issue?tracking tools (e.g., Jira). </li> <li>  <strong>   CI/CD knowledge is a plus  </strong>  , including integrating validation infrastructure into build pipelines. </li> <li>  <strong>   Hands?on use of AI tools, coding assistants, or AI?driven workflows is important  </strong>  , particularly for 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