AI测试架构师
Core
Design and optimize high-availability, scalable AI-powered testing infrastructure for the financial sector, focusing on LLM, Agent, and RAG integration.
Role type
Senior AI Testing Architect (LLM/Agent focus)
Builds
AI testing tools, platforms, and intelligent quality assurance solutions for financial applications
Domain
Financial services + AI/LLM engineering
Deliverable
production ML models
Required skills
LLM architecture (Transformer/MoE/GQA), hallucination mitigation, Test Harness Engineering, Agent architecture (Planning/Tool Calling/Memory/Reflection), Python, Go/Java, distributed high-concurrency systems, automated testing frameworks
Preferred skills
Prompt engineering, inference acceleration, AI knowledge graph construction, root cause analysis, AI-based stress testing
Technologies
Python, Go, Java, Transformer, MoE, GQA, RAG, Agent frameworks
Responsibilities
Design and iterate AI testing infrastructure; Implement LLM/Agent/RAG in core testing scenarios; Build model evaluation and optimization loops; Pioneer advanced AI testing techniques like intelligent stress testing
Seniority
Senior, hands-on IC