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.
· Good communication skills and able to work with stakeholders effectively
· Knowledge of x86 assembly language and x86/x64 CPU instructions is a plus