米哈游后端开发工程师(AI 游戏方向)- 星布谷地
社招全职3-5年程序&技术类地点:上海 | 北京状态:招聘
任职要求
1)计算机相关专业本科及以上学历,拥有 3-5 年左右后端或者游戏服务器开发经验,主技术栈为 Python 或 Go,有高质量的工程实践——对构建可维护、可扩展、高可测性的系统有执着追求和成功案例。 2)具备深厚的高并发编程功底,无论是精通 Python 的 asyncio 生态,还是擅长运用 Go 的并发原语(goroutine, channel),我们都期待你加入。我们更看重你对现代并发模型的深刻理解,以及构建高吞吐、低延迟服务的实战经验。 3)拥有一定的游戏开发相关经验,特别是处理过玩家数据、交易、排行榜等高并发、强一致性或最终一致性场景。精通 MySQL / PostgreSQL,不仅限于表结构设计,更具备索引优化、查询分析(EXPLAIN)、慢查询治理和数据库容量规划的实战能力。熟悉 Redis 的常见应用…
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工作职责
关于我们 我们正致力于构建 AI 驱动的世界。我们相信,顶级的 AI 服务不仅需要卓越的算法,更需要坚如磐石、极致性能的后端工程能力来支撑。在这里,你将有机会参与设计和实现一个能够承载千万级请求、支持实时交互的 AI 系统,其工程挑战不亚于打造一个大型多人在线游戏(MMO)的后端。 工作职责 1)Agent 工程化与基础设施共建:与模型、平台、客户端、策划等团队协同,推动 Agent 在生产环境中的工程化落地,参与 Agent 运行时、任务编排、上下文管理、日志追踪、监控治理等基础能力建设,保障系统可扩展、可观测、可运维。 2)设计并开发 AI 服务的核心后端逻辑,包括推理请求调度、会话状态管理,以及高可用的限流、熔断系统。 3)深入优化高并发与流式 I/O 处理能力,负责性能基准测试、容量规划和系统性能优化。 4)负责存储层架构设计与优化,主导玩家数据、会话等核心数据的表结构设计,解决 MySQL / PostgreSQL 的慢查询与热点问题。 5)建立工程质量保障体系,包括代码评审、单元/集成/负载测试及故障演练。
包括英文材料
学历+
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.
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。
高并发+
https://www.baeldung.com/concurrency-principles-patterns
In this tutorial, we’ll discuss some of the design principles and patterns that have been established over time to build highly concurrent applications.
https://www.baeldung.com/java-concurrency
Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.
https://www.oreilly.com/library/view/concurrency-in-go/9781491941294/
You’ll understand how Go chooses to model concurrency, what issues arise from this model, and how you can compose primitives within this model to solve problems.
https://www.oreilly.com/library/view/modern-concurrency-in/9781098165406/
With this book, you'll explore the transformative world of Java 21's key feature: virtual threads.
https://www.youtube.com/watch?v=qyM8Pi1KiiM
https://www.youtube.com/watch?v=wEsPL50Uiyo
asyncio+
https://realpython.com/async-io-python/
Python’s asyncio library enables you to write concurrent code using the async and await keywords.
https://www.youtube.com/watch?v=oAkLSJNr5zY
In this video, we'll be learning all about AsyncIO in Python and how to write asynchronous code using the async/await syntax.
MySQL+
https://juejin.cn/post/7190306988939542585
这是一篇 MySQL 通关一篇过硬核经验学习路线,包括数据库相关知识,SQL语句的使用,数据库约束,设计等。
[英文] MySQL Tutorial
https://www.mysqltutorial.org/
your go-to resource for mastering MySQL in a fast, easy, and enjoyable way.
https://www.youtube.com/watch?v=5OdVJbNCSso
MySQL SQL tutorial for beginners
https://www.youtube.com/watch?v=7S_tz1z_5bA
This beginner-friendly course teaches you SQL from scratch.
PostgreSQL+
[英文] PostgreSQL Tutorial
https://neon.com/postgresql/tutorial
This PostgreSQL tutorial helps you quickly understand PostgreSQL.
[英文] PostgreSQL Tutorial
https://www.pgtutorial.com/
This PostgreSQL tutorial will teach you about PostgreSQL from beginner to advanced.
https://www.youtube.com/watch?v=qw--VYLpxG4
It is the most advanced open source database system widely used to build back-end systems.
https://www.youtube.com/watch?v=SpfIwlAYaKk
Learn PostgreSQL, one of the world's most advanced and robust open-source relational database systems.
Redis+
[英文] Developer Hub
https://redis.io/dev/
Get all the tutorials, learning paths, and more you need to start building—fast.
https://www.runoob.com/redis/redis-tutorial.html
REmote DIctionary Server(Redis) 是一个由 Salvatore Sanfilippo 写的 key-value 存储系统,是跨平台的非关系型数据库。
https://www.youtube.com/watch?v=jgpVdJB2sKQ
In this video I will be covering Redis in depth from how to install it, what commands you can use, all the way to how to use it in a real world project.
缓存+
https://hackernoon.com/the-system-design-cheat-sheet-cache
The cache is a layer that stores a subset of data, typically the most frequently accessed or essential information, in a location quicker to access than its primary storage location.
https://www.youtube.com/watch?v=bP4BeUjNkXc
Caching strategies, Distributed Caching, Eviction Policies, Write-Through Cache and Least Recently Used (LRU) cache are all important terms when it comes to designing an efficient system with a caching layer.
https://www.youtube.com/watch?v=dGAgxozNWFE
消息队列+
https://www.youtube.com/watch?v=xErwDaOc-Gs
HTTP+
https://developer.mozilla.org/zh-CN/docs/Web/HTTP
超文本传输协议(HTTP)是一个用于传输超媒体文档(例如 HTML)的应用层协议。它是为 Web 浏览器与 Web 服务器之间的通信而设计的,但也可以用于其他目的。
WebSocket+
[英文] WebSockets Tutorial
https://www.tutorialspoint.com/websockets/index.htm
Web sockets are defined as a two-way communication between the servers and the clients, which mean both the parties, communicate and exchange data at the same time.
还有更多 •••