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Software Development Engineer
2 months ago
We are committed to enriching our industry, communities, and the world through innovative products and solutions.
Our MissionWe aim to build exceptional products that accelerate next-generation computing experiences, driving progress in data centers, artificial intelligence, PCs, gaming, and embedded systems.
Job SummaryWe are seeking a talented Software Development Engineer to join our team and contribute to the design and implementation of a high-performance GPU kernel generator for machine learning tensor operations.
Key Responsibilities- Develop a high-performance GPU kernel generator to deliver machine learning tensor operations with support for layer fusion.
- Analyze the performance of GPU kernels and provide insight on optimization paths.
- Develop optimization and analysis passes on graph representations of GPU kernels.
- Communicate and collaborate with key technical experts across AMD and with our partners and customers to improve ROCm applications, libraries, and tools, as well as hardware.
- Deliver high-quality code and documentation following best practices for open-source software development.
- Apply software engineering methodologies to ensure robust, maintainable code.
- Develop technical relationships with peers and partners.
- Hands-on professional experience writing and optimizing GPU code.
- Strong background developing applications and libraries in modern C++.
- Understanding of compiler technology fundamentals such as abstract syntax trees, control flow graphs, data flow analysis, IR, and target lowering.
- Experience with best practices in software development, including testing, profiling, debugging, documentation, version control, and issue tracking.
- Experience with low-level optimization techniques; assembly programming and/or vectorization.
- Bachelor's or Master's degree in Applied Mathematics, Computer Science, Computer Engineering, Electrical Engineering, or equivalent.
AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law.
We encourage applications from all qualified candidates and will accommodate applicants' needs under the respective laws throughout all stages of the recruitment and selection process.
