硬件解决方案架构及应用优化工程师（GPU/FPGA方向）-Data（北京）
Core
Design hardware solution roadmaps and performance optimization strategies for cloud platform heterogeneous GPU/FPGA applications.
Role type
Senior IC hardware solutions architect (GPU/FPGA)
Builds
Heterogeneous hardware solutions and performance testing frameworks for cloud computing
Domain
Cloud infrastructure / High-performance computing
Deliverable
production ML models
Required skills
Heterogeneous hardware architecture (GPU/FPGA), Linux system internals, Kernel optimization, Virtualization, DPDK, Performance testing methodologies, System bottleneck analysis, Scripting for metrics collection
Preferred skills
Internet business component performance testing, High-concurrency service stress testing, Cloud product knowledge (compute/storage/database), Cross-platform standard compute conversion
Technologies
Linux, DPDK, Speccpu, Fio, Iperf, Stream, Mlc, Lmbench
Responsibilities
Define hardware solution roadmaps ensuring technical leadership; Design and execute performance testing schemes for cross-generation scenarios; Analyze system bottlenecks and propose tuning suggestions; Build performance analysis tool systems and best practices; Evaluate hardware cost-performance ratios; Monitor and analyze cloud hardware quality and performance in production.
Seniority
Senior, hands-on IC
