AI Application Development at advantestcareers

Location: Huangpu, Shanghai

Description

This role focuses on enhancing R&D efficiency by applying and implementing AI technology. Key responsibilities include leading AI projects, optimizing model performance through fine-tuning and prompt engineering, implementing multi-agent systems, building knowledge retrieval systems, and conducting technical research.

Required Skills

AI Technology Implementation
AI Requirements Analysis
Technical Solution Design
Product Delivery
Fine-Tuning
Alignment Optimization
Inference Optimization
Prompt Engineering Workflows
Multi-Agent Workflow Orchestration
LangChain
LangGraph
MCP
Reasoning Paradigms (ReAct, CoT, ToT)
Agent Platform Understanding
Document Knowledge Retrieval Systems
Vector Database Technologies
RAG Architecture Solutions
Large Language Model Interactions
AI Trend Tracking

Additional Information

Preferred Qualifications: Experience leading AI project requirements analysis, technical solution design, and product delivery.
Ability to perform fine-tuning, alignment, and inference optimization for various models.
Proficiency in creating efficient and usable Prompt Engineering workflows.
Expertise in implementing multi-agent workflow orchestration using frameworks like LangChain, LangGraph, and MCP.
Knowledge of designing and implementing key reasoning paradigms (ReAct, CoT, ToT).
Understanding of agent platforms such as Coze, FastGPT, and Dify.
Skill in building document knowledge retrieval systems using vector databases like Milvus, FAISS, and Chroma.
Ability to design RAG architecture solutions for enhanced interactions with large language models.
Focus on improving document recall quality and reasoning relevance.
Tracking of AI technology trends, completion of technical research, development of application prototypes, or delivery of technical presentations.