高级测试开发工程师-Seed
Core
Ensuring quality assurance, testing technology, and tool innovation for Seed Infra, networking, platform, and model changes; implementing test plans for model updates to manage quality and risk.
Role type
Senior IC test development engineer (LLM inference/training systems)
Builds
Automated testing mechanisms and quality control for large model training and inference systems
Domain
Artificial Intelligence / Large Language Models / Cloud Infrastructure
Deliverable
production ML models
Required skills
Golang, Java, Python, Kubernetes, Docker, vLLM, TensorRT-LLM, SGLang, TensorFlow, PyTorch, CUDA, cuDNN, model performance analysis, parallel mechanisms (DP, TP, PP), speculative sampling, KV Cache
Preferred skills
GPU hardware architecture understanding, model stress testing, model training and inference acceleration techniques
Responsibilities
Design and implement test plans for model changes; leverage AI capabilities to improve testing and evaluation efficiency; establish automated testing mechanisms; foster a quality-focused culture within the R&D team