蔚来蔚来AGI超星计划-企业智能系统研发工程师
实习兼职数字技术地点:上海状态:招聘
工作描述
任职要求 我们希望你 - 来自计算机、软件工程、分布式系统、数据库或相关专业; - 具备扎实的计算机基础,理解操作系统、网络、数据库和分布式系统; - 至少熟练掌握 Python、Java、Go、Rust 中的一种; - 能够独立设计并完成一个可运行的系统,而不只是调用已有框架; - 对工程质量敏感,重视测试、可观测性、边界条件和失败恢复; - 对 Agent、RAG、Ontology、数据库或检索系统中的至少一个方向有深入实践。 加分项包括: - 参与过数据库、搜索引擎、数据湖、图数据库、编译器或工作流系统建设; - 熟悉 Spark、Flink、Trino、Iceberg、Doris、Neo4j、Elasticsearch 等系统; - 熟悉 LangGraph、DeepAgents、Semantic Kernel、LlamaIndex 等框架,但不被框架限制; - 有开源贡献、系统论文、程序设计竞赛或高质量个人项目。 我们能提供什么 1. 真实而复杂的问题 你面对的不是公开数据集上的玩具任务,而是企业研发、供应链、制造、质量、财务和经营中的真实问题。 这些问题同时具备: - 数据规模大; - 资产类型复杂; - 权限约束严格; - 业务口径真实; - 错误成本高; - 研究价值和工程价值并存。 2. 从研究到生产的完整闭环 很多研究止步于离线指标,很多工程止步于功能上线。 在这里,你可以经历: 提出问题 → 建立数据集与基线 → 设计算法或系统 → 进入生产场景 → 收集 tracing 和 badcase → 验证真实业务价值 → 继续迭代 3. 足够大的个人责任边界 …
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包括英文材料
分布式系统+
https://www.distributedsystemscourse.com/
The home page of a free online class in distributed systems.
https://www.youtube.com/watch?v=7VbL89mKK3M&list=PLOE1GTZ5ouRPbpTnrZ3Wqjamfwn_Q5Y9A
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.
Go+
https://www.youtube.com/watch?v=8uiZC0l4Ajw
学习Golang的完整教程!从开始到结束不到一个小时,包括如何在Go中构建API的完整演示。没有多余的内容,只有你需要知道的知识。
Rust+
https://www.youtube.com/watch?v=BpPEoZW5IiY
In this comprehensive Rust course for beginners, you will learn about the core concepts of the language and underlying mechanisms in theory.
https://www.youtube.com/watch?v=lzKeecy4OmQ
Full Rust 101 Crash Course for beginners.
https://www.youtube.com/watch?v=rQ_J9WH6CGk
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.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
信息检索+
https://nlp.stanford.edu/IR-book/information-retrieval-book.html
Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008.
Spark+
[英文] Learning Spark Book
https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf
This new edition has been updated to reflect Apache Spark’s evolution through Spark 2.x and Spark 3.0, including its expanded ecosystem of built-in and external data sources, machine learning, and streaming technologies with which Spark is tightly integrated.
Flink+
https://nightlies.apache.org/flink/flink-docs-release-2.0/docs/learn-flink/overview/
This training presents an introduction to Apache Flink that includes just enough to get you started writing scalable streaming ETL, analytics, and event-driven applications, while leaving out a lot of (ultimately important) details.
https://www.youtube.com/watch?v=WajYe9iA2Uk&list=PLa7VYi0yPIH2GTo3vRtX8w9tgNTTyYSux
Today’s businesses are increasingly software-defined, and their business processes are being automated. Whether it’s orders and shipments, or downloads and clicks, business events can always be streamed. Flink can be used to manipulate, process, and react to these streaming events as they occur.
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