GPU Kernel Development Engineer – Machine Learning

Job title:

GPU Kernel Development Engineer – Machine Learning

Company

Advanced Micro Devices, Inc

Job description

Overview:WHAT YOU DO AT AMD CHANGES EVERYTHINGWe care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives.AMD together we advance_ Responsibilities:THE ROLE:You will develop a high-performance GPU kernel generator to deliver machine learning tensor operations with support for layer fusion. AMD is searching for talented and motivated computer scientists and compiler engineers to implement machine learning primitives as part of the . In this role you will be collaborating with teams involved with all aspects of the machine learning and math libraries.THE PERSON:We are looking for a talented library developer who is looking to make an impact on deep learning performance. A great candidate will be a strong collaborator who is open to continuously learning and is excited about innovative solutions.KEY RESPONSIBILITIES:

• Contribute to the design and implementation of AMD’S GPU kernel generator used in a variety of high-performance machine learning libraries and frameworks
• 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

PREFERRED EXPERIENCE:

• 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

ACADEMIC CREDENTIALS:

• Bachelor’s or Master’s degree in Applied Mathematics, Computer Science, Computer Engineering, Electrical Engineering, or equivalent

LOCATION: Calgary, AB#LI-CJ3#LI-HybridQualifications:Benefits offered are described: .AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. 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.

Expected salary

Location

Calgary, AB

Job date

Thu, 06 Feb 2025 00:19:46 GMT

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