Deep Learning Primitives Kernel Development and Kernel Generation Automation Developer

Luxoft Poland
Mid
Online interview
B2B Employment contract
Gdańsk Remote
Remote possible
100%

Project description

AMD is looking for an individual to join a hardworking team developing Deep Learning and High-Performance Computing GPU kernels on the AMD Radeon Open Compute (ROCm) platform and MIOpen, AMD's Deep Learning primitives library which provides highly optimized implementations of different operators.

  • https://github.com/ROCmSoftwarePlatform
  • https://github.com/ROCmSoftwarePlatform/MIOpen

The successful person will be an experienced GPU-compute programmer with an eye towards hardware-aware performance optimizations.

Your tasks

The ideal candidate will be responsible for writing high performance GPU kernels for AMD's Machine Learning and Deep Learning Library: MIOpen

  • They will be porting and optimizing algorithms for new GPU hardware
  • Perform code reviews, building unit tests, authoring detailed documentation related to their work, and working with on-site and off-shore teams to deliver the software solutions on schedule.
  • They will play a key role in all phases of the software development including system requirements analysis, coordinating feature design and development across functional and organization boundaries.

Who we're looking for?

MUST
  • Strong programming skills, especially in CUDA, C/C++ and OpenCL
  • Extensive experience with parallel programming models
  • Experience using version control software such as Git
  • Strong understanding of Linux internals, Servers, and Debugging
  • Basic knowledge of software development lifecycle, SW practices including debug, test, revision control, documentation, and bug tracking
  • Good teamwork and interpersonal skills required
  • Ability to work independently and within complementary teams
NICE TO HAVE
  • Demonstrate flexibility, strong motivation and a proven track record of meeting results-oriented deadlines.
  • Knowledge of Parallel-Computing, GPUs, and High-Performance-Computing
  • Familiarity with deep neural network machine learning technologies and modern machine learning programming frameworks
  • Experience working with and developing virtualization containers and package managers for code deployment
Work environment

Our company

Luxoft Poland

Krakow, Wrocław, Warsaw, Gdańsk 1500
Tech skills
  • Java
  • JavaScript
  • C++
  • C#
  • Python
  • Scala
  • Android
  • Android
  • iOS
  • Go

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