Position Details
About this role
This role focuses on developing, profiling, and optimizing GPU kernels used in machine learning applications, collaborating with teams to improve performance and efficiency.
Key Responsibilities
- Develop GPU kernels
- Profile GPU performance
- Optimize kernels
- Collaborate with ML teams
- Improve GPU libraries
Technical Overview
Involves GPU kernel development, performance analysis, optimization techniques, and understanding GPU architecture within high-performance computing frameworks.
Ideal Candidate
The ideal candidate is a skilled GPU optimization engineer with experience in developing and profiling GPU kernels, understanding GPU architecture, and working with machine learning libraries. They should be collaborative, detail-oriented, and eager to learn new optimization techniques.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience with GPU kernel development, No knowledge of GPU architecture, No experience with performance profiling, Absence of collaboration with ML teams
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