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Luxoft is an IT consulting and software engineering services firm that provides bespoke technology solutions to external clients, often operating as a staff augmentation or professional services provider.

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Posted 5d ago

Senior GPU Compiler Software Development Engineer

@ Luxoft
View All Jobs
Istanbul, Turkey
OnsiteFull Time
Responsibilities:developing features, optimizing performance, testing software
Requirements Summary:Strong C/C++ skills, experience with compiler internals (LLVM/GCC), basic Python, performance analysis; familiarity with GPGPU, PyTorch, LLVM/MLIR, ROCm, build systems and Docker is desirable.
Technical Tools Mentioned:C/C++, llvm, gcc, Python, OpenAI/Triton, HIP, CUDA, OpenCL, PyTorch, MLIR, ROCm, CMake, make, ninja, Docker
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Job Description

Project description

Working on GPU support for OpenAI/Triton — a language and compiler for writing highly efficient custom Deep-Learning primitives. Work with the open-source community to analyze, develop, test, and deploy performance improvements for neural networks implemented with Triton on GPUs with ROCm.

Responsibilities

  • New features development, support and optimization of OpenAI/Triton project for GPUs. Communication with other developers, customers and project managers. Test implementation, project documentation and verification of system with unit/component/functional tests.

Skills

Must have

  • Strong C/C++ programming skills
  • Experience with compiler internals (llvm, gcc or any other)
  • Basic Python programming skills
  • Experience in performance analysis

Nice to have

  • Basic understanding of ML technologies
  • Experience with GPGPU (General purpose GPU) computing (HIP, CUDA, OpenCL, etc.)
  • 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

Other

Languages: English: B2 Upper Intermediate

Seniority: Senior