GPU Programming Expert
M
MercorAI Research
United StatesContractJunior
Salary500 USD per hour
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Job Details
- Experience
- 1+ year
- Required Skills
- PythonGit
Requirements
- Available to work at least 20 hrs/wk.
- Fluent in core C++ features through C++17.
- Working knowledge of Python and Git.
- Fluent in one GPU programming model like CUDA or HIP.
- 1+ year of professional or research experience with GPUs.
- Strong understanding of GPU profiler performance metrics.
Responsibilities
- Analyze and optimize GPU kernels for performance, efficiency, and hardware utilization.
- Use profiler metrics like L2 cache hit rate and occupancy to guide kernel improvements.
- Review GPU kernel implementations and identify bottlenecks without deep algorithmic background.
- Write and modify C++17, Python, and GPU programming code.
- Apply expertise in CUDA, HIP, and shader programming to improve performance.
- Document optimization decisions clearly, focusing on profiler metrics' utility.
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