Senior Machine Learning Framework Software Engineer

hace 4 días


Ciudad de México, Ciudad de México Luxoft A tiempo completo
Job Description

We are seeking a highly skilled Senior Machine Learning Framework Software Engineer to join our team at Luxoft.

About the Role

This is an exciting opportunity to work on the development of OpenAI/Triton, a language and compiler for writing highly efficient custom Deep-Learning primitives. As a Senior Machine Learning Framework Software Engineer, you will be responsible for:

  • Developing new features and optimizing the OpenAI/Triton project for GPUs
  • Collaborating with the open-source community to analyze, develop, test, and deploy performance improvements for neural networks implemented with Triton on GPUs with ROCm
  • Communicating with other developers, customers, and project managers
  • Testing implementation, project documentation, and verification of system with unit/component/functional tests

Requirements

To be successful in this role, you will need:

  • Strong C/C++ programming skills
  • Basic Python programming skills
  • Experience in performance analysis
  • Experience with GPGPU (General purpose GPU) computing (HIP, CUDA, OpenCL, etc.) or Experience with compiler internals (llvm, gcc or any other)

Preferred Skills

While not required, experience with the following would be beneficial:

  • Basic understanding of ML technologies
  • Experience with PyTorch
  • Experience with LLVM and MLIR compiler infrastructure, analysis or optimizations implementation
  • Knowledge of ROCm infrastructure
  • Experience in CMake, make/ninja build system
  • GEMM performance fundamentals
  • Experience with Docker

Language

English: B2 Upper Intermediate

Seniority

Senior



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