富途Data Agent 技术专家
社招全职3年以上技术类地点:深圳状态:招聘
工作描述
岗位概述 作为Data Agent技术专家,你将担任数据平台AI Agent方向的技术负责人,全面主导Data Agent系统的架构设计与产品化落地,推动数据资产的智能化复用。你以深厚的数据平台认知为基础,将LLM与数据基础设施深度整合,构建真正懂数据的智能体系统 工作职责 Agent架构设计与技术规划(50%) 主导Data Agent系统的整体架构设计,制定RAG、Tool Use、Multi-Agent Orchestration等核心技术的落地路线 把控技术选型与方案评审,确保Agent系统与数仓、元数据、数据目录等现有基础设施深度整合 规划Agent平台的工程化能力,包括Tool管理、权限控制、上下文管理、可观测性等基础设施建设 系统研发落地(30%) 独立完成Agent后端核心模块的设计与实现,具备完整的Hands-on能力 推动从技术原型到规模化应用的完整过程,确保系统在生产环境的高可用与可扩展 建立Agent效果评估体系,持续优化系统的准确性与…
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包括英文材料
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
智能体+
https://learn.microsoft.com/en-us/shows/ai-agents-for-beginners/
In this 10-lesson course we take you from concept to code while covering the fundamentals of building AI agents.
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
高可用+
https://redis.io/blog/high-availability-architecture/
A high available architecture is when there are a number of different components, modules, or services that work together to maintain optimal performance, irrespective of peak-time loads.
https://www.ibm.com/think/topics/high-availability
High availability (HA) is a term that refers to a system’s ability to be accessible and reliable close to 100% of the time.
Code review+
https://google.github.io/eng-practices/review/reviewer/
The pages in this section contain recommendations on the best way to do code reviews, based on long experience.
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
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