Senior GPU Kernel Developer
16 Minutes ago • 5 Years +
Graphics Engineer
Job Description
Luxoft is seeking an experienced Senior GPU Kernel Developer proficient in GPGPU applications to join a rapidly growing team. The primary responsibility is to lead the optimization of HIP kernels on AMD GPUs. This role involves collaborating with development teams to enhance GPU-accelerated applications, debugging, profiling, and fine-tuning code for performance improvements, and staying updated with the latest advancements in GPU architectures and programming models.
Good To Have:
- Linux
- CPU Intrinsics (AVX/SSE)
- GPU Assembler
- Profiling
- gdb/LLDB
- Jinja2 or similar templating engines
Must Have:
- Proficiency with C++ and low-level programming (at least C++ 17)
- Proficiency in CUDA or HIP / ROCm programming
- Solid understanding of GPU architectures, parallel programming models, and optimization techniques
- Strong problem-solving skills and the ability to work in a collaborative environment
- Experience in AI/ML/DL/NN/NLP/Computer Vision
- Python
##### Project description
Luxoft is searching for talented developers with GPU compute and performance profiling experience to join the rapidly growing team.
We are seeking an experienced individual proficient in GPGPU applications to join our team. The primary responsibility of this role will be to lead the effort in optimizing HIP kernels on AMD GPUs. The candidate should possess a strong background in GPU computing, parallel programming, and a deep understanding of CUDA or HIP frameworks. Additionally, familiarity with optimization techniques is highly desirable.
##### Responsibilities
- The main task will be to help optimize HIP kernels for specific AMD hardware
- Collaborate with development teams to optimize and enhance GPU-accelerated applications.
- Debug, profile, and fine-tune code for performance improvements.
- Stay updated with the latest advancements in GPU architectures and programming models.
##### Skills
Must have
- Proficiency with C++ and low-level programming (at least C++ 17)
- Proficiency in CUDA or HIP / ROCm programming
- Solid understanding of GPU architectures, parallel programming models, and optimization techniques
- Strong problem-solving skills and the ability to work in a collaborative environment
- One of AI/ML/DL/NN/NLP/Computer Vision experience
- Python
Nice to have
- Linux
- CPU Intrinsics (AVX/SSE)
- GPU Assembler
- Profiling
- gdb/LLDB
- Jinja2 or similar templating engines
##### Other
Languages
English: B2 Upper Intermediate
Seniority
Senior
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