1. Based on the characteristics of heterogeneous GPU/FPGA applications on cloud platforms, we deeply understand the upper-layer application iteration roadmap, organize and output clear GPU/FPGA hardware product support roadmaps to ensure the leading position of hardware solutions 2. Responsible for the resource demand profiling of heterogeneous GPU/FPGA components, cross-generation and cross-platform scenario performance benefit test verification, design performance test plans, execute performance tests, analyze system performance bottlenecks, make tuning suggestions and assist in debugging and verification completion, Output performance test reports coordinate and solve technical problems encountered in the implementation of new hardware and new technologies 3. Research and improve performance testing methods, build a performance analysis tool system, and summarize performance methods, tools, and best practices 4. , compare and evaluate the cost-effectiveness of heterogeneous components, and output cross-platform standard computing power conversion solutions 5. Combine the latest technical capabilities of the industry chain and the characteristics of hardware product architecture to provide heterogeneous hardware solutions with leading comprehensive competitiveness 6. Monitoring and analysis The quality and performance of cloud hardware in actual applications, and provide systematic technical support capabilities to promote improved identification and implementation 7. Output self-developed hardware product information.
Qualifications
1. Good Unix/Linux operating system foundation and proficiency in common commands, ability to independently analyze and locate log problems, and special 1. Ability to develop scripts such as indicator collection and monitoring 2. Familiar with various common heterogeneous platforms, such as GPU training, inference scenario acceleration hardware platforms, etc. 3. It is better to have direct performance test development experience of Internet business components, and be proficient in stress, Load testing, with experience in online stress testing to support high-concurrency services 4. Have a systematic understanding of cloud products such as computing, storage, and databases, and those with relevant work experience are preferred 5. Be familiar with mainstream vendors server hardware products, and be familiar with Mainstream processors, hard disks, network cards, SAS cards and test methods, familiar with speccpu/fio/iperf/stream/mlc/lmbench/ and other tools and related tuning methods 6. In-depth understanding of Operating system kernel, virtualization, CPU architecture principle, DPDK and other mainstream technical principles 7. Have strong team communication and collaboration skills, and have strong ownership 8. Have a systematic understanding of the end-to-end delivery process and product logic of ToB products 9. Strong global vision, communication and organization skills, and project promotion capabilities 10. Bachelor degree or above, electronic engineering or computer-related majors, 5 years or more of basic experience in hardware development or testing or performance tuning in heterogeneous fields and more than 3 years of direct heterogeneous system architecture and technology planning experience 11. Have strong learning ability and logical thinking ability, pay attention to cutting-edge technology, good team collaboration and team awareness, strong learning ability and initiative, strong sense of responsibility and execution, positive work attitude, and positive energy 12. Have strong problem analysis and problem solving skills, and be able to solve complex system problems 13. Strong self-drive, and tireless in exploring the essence of the problem.
