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About the role
Job Requirements 1. Work on latest machine learning technologies 2. Work on supporting for latest Linux operating system 3. Work on AMD next generation GPUs/Accelerators 4. Work on optimizing latest Rocm drivers and improve performance 5. Design new machine learning technologies Work Experience MS/BS degree in Computer Science or an equivalent - Deep Knowledge of C/C++ and Python programming - Experience with Linux Commands is must - Experience with Scripting language like bash/powershell - Understanding of various python ML frameworks like Pytorch, Transformers etc - Understanding of various language and compiler for writing highly efficient custom Deep-Learning GPU Kernels. like Triton/Jax - Hands on Debugging Experience with gdb, valgrind etc - Experience and understanding of AI Models and Inferencing Engines like vllm/ollama/llama.cpp/sglang - Experience with Profiling tools needed to debug CUDA/ROCm Kernels like nsys/rocprof is a plus. - Knowledge of GPU architecture, PC architecture - Experience in writing ROCM/CUDA Kernels/Shader - Deep understanding and experience in implementation of Machine learning and AI algorithm. - Valuable communication skills and able to work with stakeholders effectively - Knowledge of x86 assembly language and x86/x64 CPU instructions is a plus Job Requirements 1. Work on latest machine learning technologies 2. Work on supporting for latest Linux operating system 3. Work on AMD next generation GPUs/Accelerators 4. Work on optimizing latest Rocm drivers and improve performance 5. Design new machine learning technologies Work Experience MS/BS degree in Computer Science or an equivalent - Deep Knowledge of C/C++ and Python programming - Experience with Linux Commands is must - Experience with Scripting language like bash/powershell - Understanding of various python ML frameworks like Pytorch, Transformers etc - Understanding of various language and compiler for writing highly efficient custom Deep-Learning GPU Kernels. like Triton/Jax - Hands on Debugging Experience with gdb, valgrind etc - Experience and understanding of AI Models and Inferencing Engines like vllm/ollama/llama.cpp/sglang - Experience with Profiling tools needed to debug CUDA/ROCm Kernels like nsys/rocprof is a plus. - Knowledge of GPU architecture, PC architecture - Experience in writing ROCM/CUDA Kernels/Shader - Deep understanding and experience in implementation of Machine learning and AI algorithm. - Valuable communication skills and able to work with stakeholders effectively - Knowledge of x86 assembly language and x86/x64 CPU instructions is a plus
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