京东面向搜推算法特征治理的智能体系统研究和实现
校招全职AI Infra方向地点:北京状态:招聘
工作描述
任职要求 1、 获得本科及以上学历,计算机、人工智能、软件工程、数据科学等相关专业; 2、 具备扎实的数据结构与算法基础,熟练掌握Python、Java或Scala等至少一门编程语言,具备良好的系统设计与工程实现能力; 3、 深入理解大语言模型与Agent系统相关技术,熟悉任务规划(Planning)、工具调用(Tool Use)、记忆(Memory)及工作流编排等机制; 4、 熟悉SQL、Spark、Flink、Doris、Hive等大数据计算与存储框架,具备数据工程、特征工程、任务调度或数据血缘相关项目经历; 5、 了解代码静态分析、AST、SQL解析、任务DAG、知识图谱及元数据管理等技术栈; 6、 具备机器学习、信息检索、代码智能、数据治理或Agent系统相关科研或项目经验; 7、 具备优秀的问题抽象能力与科研素养,在相关顶级学术会议或期刊有高质量论文发表、专利产…
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包括英文材料
学历+
数据科学+
https://roadmap.sh/ai-data-scientist
Step by step roadmap guide to becoming an AI and Data Scientist
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
Scala+
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.
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.
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