AI Full-Stack Engineer (AI Agent Direction)

岗位职责

负责 AI 产品从 0 到 1 全流程落地，聚焦 AI Agent 与 RAG 系统的工程化开发，践行 “工程化驾驭大模型” 的 Harness Engineer 理念，支撑业务场景智能化升级。 主导 AI Agent 架构设计与开发：基于 LangGraph/LangChain/AgentScope/Google-ADK 实现工作流编排、工具链开发、多 Agent 协作及 Human-in-the-Loop 交互，完成复杂任务自动化与智能决策落地。 构建并优化端到端 RAG 系统：负责文档解析、分块、向量化、多路检索、重排序全流程设计，结合上下文工程（Query Rewrite、动态 Prompt、对话历史管理）提升大模型推理质量。 实现大模型工程化落地：完成多模型集成调度、流式输出、提示词工程优化，将 AI 能力与业务场景深度融合。 搭建高可用后端服务：基于 Python（FastAPI/Flask）或 Go（Gin）开发 API 与业务逻辑层，精通异步编程与微服务架构，保障系统稳定性与性能。 负责项目部署运维与架构优化：基于 Docker/K8s 完成容器化部署，搭建 CI/CD 流程，保障项目高效迭代与稳定运行。 对接业务团队，拆解需求并转化为技术方案，参与技术选型与架构优化，沉淀最佳实践并推动团队技术能力提升。

任职要求

本科及以上学历，计算机 / 人工智能等相关专业，3 年及以上 AI 相关或全栈开发经验，有 AI 产品落地经验优先。 精通 AI Agent 工程化开发：熟练使用 LangGraph/LangChain/AgentScope/Google-ADK，具备工作流编排、工具链开发、多 Agent 协作及对话状态管理的落地经验。 具备扎实的 RAG 与上下文工程能力：熟悉文档解析、向量数据库（Milvus/FAISS 等）、多路检索、Reranker 优化，掌握 Query Rewrite、动态 Prompt、对话历史压缩等优化手段。 熟练掌握大模型工程化技术：提示词工程、多模型调度（Azure OpenAI / 通义千问等）、流式输出，了解模型微调优先。 后端开发能力：精通 Python（FastAPI 优先），熟悉异步编程、微服务架构；了解 Spring AI/Spring Boot 者优先。 熟悉前端开发基础（Vue/React）、容器化部署（Docker/K8s）及 CI/CD 流程，能独立完成项目全流程交付。 具备良好的需求拆解与问题排查能力，关注 AI 前沿技术，能推动业务场景的技术创新与优化。

About Accenture

Accenture is a leading global professional services company that helps the world’s leading businesses, governments and other organizations build their digital core, optimize their operations, accelerate revenue growth and enhance citizen services—creating tangible value at speed and scale. We are a talent- and innovation-led company with approximately 791,000 people serving clients in more than 120 countries. Technology is at the core of change today, and we are one of the world’s leaders in helping drive that change, with strong ecosystem relationships. We combine our strength in technology and leadership in cloud, data and AI with unmatched industry experience, functional expertise and global delivery capability. Our broad range of services, solutions and assets across Strategy & Consulting, Technology, Operations, Industry X and Song, together with our culture of shared success and commitment to creating 360° value, enable us to help our clients reinvent and build trusted, lasting relationships. We measure our success by the 360° value we create for our clients, each other, our shareholders, partners and communities.

Visit us atwww.accenture.com

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