字节跳动AI全栈开发工程师 - 抖音直播
社招全职A131724地点：广州 | 深圳状态：招聘♡ 收藏
工作描述
任职要求 1、独立完成或深度参与过至少一个完整游戏项目，具备从Prototype、开发、调试到发布的完整项目经验； 2、理解游戏工程模型，包括：Game Loop/Tick、游戏状态管理与状态同步、Scene/Entity/Component等游戏对象组织方式、场景管理、输入系统、事件系统以及游戏逻辑组织、数据驱动的玩法与配置体系； 3、熟悉至少一种游戏引擎或游戏运行时，如Unity、Godot、Unreal Engine、Cocos等，能够独立完成玩法Prototype； 4、对游戏设计有基本理解，能够理解并讨论Core Loop、Mechanics、Progression、Randomness、Reward等基本游戏设计概念，而不仅仅负责功能实现； 5、完整经历过至少一个AI项目从想法到生产落地的全过程，要求不仅仅是调用API或跑通Demo，能够说明项目过程中遇到的工程化问题及解决方案； 6、理解主流LLM基本原理，理解现代Agent的设计范式，实际搭建过Agent或复杂多步LLM Application，而不仅停留在框架调用层面，能够清晰解释AI系统的概率性与传统游戏确定性逻辑之间的差异，对AI…
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包括英文材料
Unity+
https://www.youtube.com/watch?v=XtQMytORBmM
Unity is an amazingly powerful game engine - but it can be hard to learn. Especially if you find tutorials hard to follow and prefer to learn by doing. If that sounds like you then this tutorial will get you acquainted with the basics - and then give you some goals to learn the rest by yourself.
Godot+
https://docs.godotengine.org/en/stable/getting_started/step_by_step/index.html
This series builds upon the Introduction to Godot and will get you started with the editor and the engine.
https://www.gdquest.com/
Learn the techniques professionals use to create stunning games, using Free and Open Source Software.
https://www.youtube.com/watch?v=S8lMTwSRoRg
Learn how to use the Godot game engine to create your own platformer game.
Unreal+
[英文] Learn Unreal Engine
https://dev.epicgames.com/community/unreal-engine/learning
From your first steps to complete mastery of Unreal Engine, we've got you covered.
https://www.youtube.com/watch?v=BGsFLoYp1V8
I have a complete beginner course for anyone new to Unreal. Following this tutorial will teach you all the basics of Unreal Engine and bring you through creating your first cinematic scene.
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
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.
开发框架+
[英文] Understanding Modern Development Frameworks: A Guide for Developers and Technical Decision-makers
https://www.freecodecamp.org/news/understanding-modern-development-frameworks-guide-for-devs/
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
RLHF+
[英文] What is RLHF?
https://aws.amazon.com/what-is/reinforcement-learning-from-human-feedback/
Reinforcement learning from human feedback (RLHF) is a machine learning (ML) technique that uses human feedback to optimize ML models to self-learn more efficiently.
https://www.ibm.com/think/topics/rlhf
Reinforcement learning from human feedback (RLHF) is a machine learning technique in which a “reward model” is trained with direct human feedback, then used to optimize the performance of an artificial intelligence agent through reinforcement learning.
TypeScript+
https://www.youtube.com/watch?v=JHEB7RhJG1Y
Master TypeScript from basics to advanced concepts through hands-on tutorials covering type annotations, generics, data fetching, Zod library, and more, with practical challenges for effective real-world application.
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