高性能网络技术方案架构师
Core
Design and implement high-performance network solutions for AI training and inference workloads, optimizing communication between heterogeneous GPU clusters.
Role type
Senior IC high-performance network solutions architect
Builds
High-performance network infrastructure for AI training/inference frameworks
Domain
AI infrastructure / High-performance computing
Deliverable
production ML models
Required skills
RDMA (InfiniBand/RoCE), SmartNIC, DPU, PyTorch, TensorFlow, NCCL, DeepEP, distributed training optimization, heterogeneous GPU deployment
Preferred skills
Heterogeneous GPU platform adaptation (NVIDIA/Ascend/AMD), data center network architecture design, network productization
Technologies
InfiniBand, RoCE, NVIDIA, Ascend, AMD, PyTorch, TensorFlow, NCCL, DeepEP
Responsibilities
Collaborate with business teams to decompose network product requirements and drive implementation; Design technical solutions and conduct PoC validation for key network technologies; Introduce and optimize heterogeneous GPU card deployments for training/inference frameworks; Explore new high-performance network directions and assess technical feasibility and business value.
Seniority
Senior, hands-on IC
