AMDAI Compiler Development Engineer
任职要求
Job Summary: We are seeking a highly skilled Senior Member of Technical Staff (SMTS) Compiler Software Engineer to join our team. In this role, you will be responsible for designing, developing, and optimizing compiler solutions that drive the performance and efficiency of our cutting-edge hardware platforms. You will collaborate with a dynamic team of engineers to push the boundaries of compiler technology, enabling innovative solutions for complex software challenges. Key Responsibilities: Design and implement advanced compiler optimizations and code generation techniques to maximize performance for AMD NPUs. Develop and maintain core components of the compiler, including front-end, middle-end, and back-end. Analyze and optimize code performance, ensuring alignment with target platform requirements. Collaborate closely with hardware and software teams to define and implement features that enhance overall system performance. Conduct performance analysis, debug issues, and provide solutions for compiler-related problems. Stay up-to-date with the latest advancements in compiler technology, programming langua…
工作职责
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THE ROLE: MTS Software development engineer on teams building and optimizing Deep Learning applications and AI frameworks for AMD GPU compute platforms. Work as part of an AMD development team and open-source community to analyze, develop, test and deploy improvements to make AMD the best platform for machine learning applications.
1、参与人工智能芯片的软硬件协同设计，指令集功能验证； 2、参与人工智能芯片的编译器算法设计和实现, 工具链开发与维护，网络模型的性能调优； 3、参与深度学习软件栈的设计和实现； 1. Working closely with hardware/architecture engineering and software teams to understand the hardware and software requirements. 2. Responsible for compiler and tool chain design, implementation, maintaining and performance tuning. 3. Responsible for the design and implementation of deep learning software stack.
We are now looking for a Deep Learning Performance Software Engineer! We are expanding our research and development for deep learning. We seek excellent Software Engineers and Senior Software Engineers to join our team. We specialize in developing GPU-accelerated Deep learning software. Researchers around the world are using NVIDIA GPUs to power a revolution in deep learning, enabling breakthroughs in numerous areas. Join the team that builds software to enable new solutions. Your ability to work in a fast-paced customer-oriented team is required and excellent communication skills are necessary. What you’ll be doing: • Develop deep learning compiler • Develop highly optimized deep learning kernels • End-to-end performance optimization • Do performance optimization, analysis, and tuning
• Develop production-quality software that ships as part of NVIDIA's AI software stack, including optimized large language model (LLM) support. • Analyze the performance of important workloads, tuning our current software, and proposing improvements for future software. • Work with cross-collaborative teams of deep learning software engineers and GPU architects to innovate across applications like generative AI, autonomous driving, computer vision, and recommender systems. • Adapt to the constantly evolving AI industry by being agile and excited to contribute across the codebase, including API design, software architecture, performance modeling, testing, and GPU kernel development.