ML Kernel Development and Optimization Engineer on GPU

WHAT YOU DO AT AMD CHANGES EVERYTHING We 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_ ML Kernel Development and Optimization Engineer on GPU THE ROLE: You will develop and optimize ML kernels on AMD GPUs with a focus on improving performance of ML workload using ROCm software. In this role you will be collaborating with teams involved with all aspects of the machine learning, math libraries and GPU architecture. THE PERSON: A great candidate will be a strong collaborator who is open to continuously learning and is excited about innovative solutions. KEY RESPONSIBILITIES: Develop and optimize ML kernels on AMD GPUs 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 GPU compute drivers and libraries in modern C++ desired Understanding of compiler technology fundamentals such as: abstract syntax trees, control flow graphs, data flow analysis, IR, and target lowering desired 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: Poland Benefits offered are described: AMD benefits at a glance. 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.

ML Kernel Development and Optimization Engineer on GPU THE ROLE: You will develop and optimize ML kernels on AMD GPUs with a focus on improving performance of ML workload using ROCm software. In this role you will be collaborating with teams involved with all aspects of the machine learning, math libraries and GPU architecture. THE PERSON: A great candidate will be a strong collaborator who is open to continuously learning and is excited about innovative solutions. KEY RESPONSIBILITIES: Develop and optimize ML kernels on AMD GPUs 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 GPU compute drivers and libraries in modern C++ desired Understanding of compiler technology fundamentals such as: abstract syntax trees, control flow graphs, data flow analysis, IR, and target lowering desired 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: Poland

Benefits offered are described: AMD benefits at a glance. 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.

Tags: No, PLN zł239,330.00/Yr., PLN zł341,900.00/Yr., Global Careers (do not use for US or Canada)