Luxoft 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 for MIOpen and Composable Kernel, AMD's Deep Learning primitives libraries which provides highly optimized implementations of different operators.
- https://github.com/ROCmSoftwarePlatform
- https://github.com/ROCmSoftwarePlatform/composable_kernel
- https://github.com/ROCmSoftwarePlatform/MIOpen
The successful person will be an experienced GPU-compute programmer with an eye towards hardware-aware performance optimizations.
The ideal candidate will be responsible for writing high performance GPU kernels for Machine Learning and Deep Learning Library: MIOpen and Composable Kernel
- 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.
MUST
- Strong programming skills in modern C++ (templates, compile-time optimizations)
- In-depth knowledge about one of the parallel programming technologies CUDA/HIP/OpenCL/SYCL etc.
- Experience in parallel computing on multi-core/multi-node architectures (GPU/DL accelerators, computer clasters)
- Experience with parallel programming techniques and optimizations
- Understanding of Linear Algebra routines on tensors ("general algorithms" knowledge, not necessarily Linear Algebra)
- Good teamwork and interpersonal skills required
- Ability to work independently and within complementary teams
- Demonstrate flexibility, strong motivation and a proven track record of meeting results-oriented deadlines.
- Detailed knowledge about GPU/accelerators hardware architecture from computational perspective
- Familiarity with deep neural network machine learning technologies, architectures and modern machine learning programming frameworks
- Experience working with and developing virtualization containers and package managers for code deployment
- Experience working with CPU/GPU assembly
- Basic understanding of Linux OS
- Basic knowledge of software development lifecycle, SW practices including debug, test, revision control, documentation, and bug tracking
- Experience using version control software such as Git
Luxoft Poland
Gdansk
2000Luxoft, a DXC Technology Company is a global digital strategy and software engineering firm with over 17,000 international employees within its 58 offices in 29 countries. It is headquartered in Zug, Switzerland.
In January 2019, Luxoft was acquired by U.S. company DXC Technology. Luxoft partnered with LG Electronics to create a next-generation Autonomous Mobility concept vehicle that integrates consumers' personalized digital lifestyles into a driving experience. Luxoft enabled Switzerland's first Blockchain based e-vote platform with the City of Zug and Hochschule Luzern's Blockchain Lab.
Luxoft, a DXC Technology Company is a world-renowned company. It has been present on the Polish market for over 13 years. We have offices in Krakow, Warsaw, Wroclaw, and Gdansk. We employ over 2,000 professional experts carrying out projects for over 100 clients from the financial, automotive, medical, tourist industries, etc. We work for many international clients, including the USA, Great Britain, and Switzerland.
So far, Luxoft Poland has made a name for itself as a company that offers work on innovative projects, we offer various experiences in the field of IT, opportunities for rapid development, an extensive training program, and attractive benefits for employees.
At present, 62% of Luxoft Poland employees come from Poland, and 38% from around 50 countries, including Ukraine, Brazil, India, Turkey, Spain, Portugal, Italy, Romania, USA, etc.
At Luxoft, a DXC Technology Company almost 80 percent of employees are experts with the "Senior" experience level, with at least five years of experience. We care about our employees, so every day we try to provide them with the best possible conditions for work and development.
Technology is our passion! We focus on top engineering talent means that you will be working with the best industry professionals from around the world. Because of that, Luxoft is a global family with an epic atmosphere – we love what we do!