哈啰自动驾驶AI Infra前端资深/专家工程师
社招全职5年以上技术地点：上海状态：招聘
任职要求
1、本科及以上学历，5年以上前端开发经验，具备中大型平台级系统架构设计和主导经验 2、精通React技术体系（Hooks、状态管理、性能调优），具备丰富的TypeScript项目实践经验 3、掌握图形编程能力（如Canvas/WebGL/Three.js），有大规模数据可视化项目经验者更佳 4、熟悉前端性能优化方法论与实践，能够结合业务设计高可用、高体验的前端方案 5、具备全栈开发视野，有服务端开发基础或了解数据库（如MySQL/MongoDB）相关技术 6、对AI工程化（如模型部署、数据 pipeline）有理解，熟悉自动驾驶技术体系者优先 7、具备高度责任心和项目主导意识，跨团队协作顺畅，能以开放、共赢的态度应对挑战
工作职责
主要职责 1、投身自动驾驶关键AI基础设施构建，参与研发业界一流的数据标注、仿真测试、超算平台、worldsim编辑器等方向 2、 牵头复杂图形界面（2D/3D方向）研发，突破海量数据实时渲染等核心技术难题 3、 负责自动驾驶AI基础设施平台—包括标注工具、仿真环境及数据可视化系统的前端架构设计与实现 4、制定代码管理与模块化开发规范，推进微前端等现代架构落地，保障系统长期可扩展性 5、构建全链路前端性能优化机制（如缓存方案、动态加载、多线程处理等），提升高数据负载场景下的交互体验 6、主导重大技术方案评审与架构决策，推动React技术体系深度应用与工程最佳实践 7、指导并培养中级和高级工程师，助力团队技术成长与项目交付 8、深入参与产品设计与AI算法需求讨论，将复杂业务逻辑转化为可靠、高效的前端解决方案
包括英文材料
学历+
前端开发+
https://roadmap.sh/frontend
Step by step guide to becoming a modern frontend developer
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.
React+
[英文] Quick Start - React
https://react.dev/learn
This page will give you an introduction to 80% of the React concepts that you will use on a daily basis.
https://www.youtube.com/watch?v=SqcY0GlETPk
Master React 18 with TypeScript! ⚛️ Build amazing front-end apps with this beginner-friendly tutorial.
https://www.youtube.com/watch?v=x4rFhThSX04
Learn modern React basics in the most interactive, hands-on way possible in the full course for beginners.
性能调优+
https://goperf.dev/
The Go App Optimization Guide is a series of in-depth, technical articles for developers who want to get more performance out of their Go code without relying on guesswork or cargo cult patterns.
https://web.dev/learn/performance
This course is designed for those new to web performance, a vital aspect of the user experience.
https://www.ibm.com/think/insights/application-performance-optimization
Application performance is not just a simple concern for most organizations; it’s a critical factor in their business’s success.
https://www.oreilly.com/library/view/optimizing-java/9781492039259/
Performance tuning is an experimental science, but that doesn’t mean engineers should resort to guesswork and folklore to get the job done.
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.
WebGL+
[英文] Learn WebGL
https://learnwebgl.brown37.net/
The traditional approach to learning a subject is to divide the topic into sub-topics, study each sub-topic, and then show how the sub-topics relate to each other.
https://www.youtube.com/watch?v=bP7_FeP9kU4
Ever want to know how 3D games and simulations are made?
https://www.youtube.com/watch?v=y2UsQB3WSvo
I'm finally getting around to updating my WebGL series! The old series used some fairly outdated JavaScript.
JavaScript+
https://developer.mozilla.org/zh-CN/docs/Learn_web_development/Core/Scripting
[英文] Learn JavaScript
https://learnjavascript.online/
The easiest way to learn & practice modern JavaScript
[英文] Learn JavaScript
https://web.dev/learn/javascript
Three.js+
[英文] Getting Started
https://threejs.org/manual/
https://www.youtube.com/watch?v=UMqNHi1GDAE
Learn fundamental JavaScript coding techniques by creating dazzling real-time 3d animations and effects using three.js.
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.
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.
MongoDB+
https://learnxinyminutes.com/mongodb/
MongoDB is a NoSQL document database for high volume data storage.
https://studio3t.com/academy/#courses
The fastest way to learn MongoDB
https://www.youtube.com/watch?v=c2M-rlkkT5o
This video will give you and introduction to MongoDB in 1 Hour. Afterwards I recommend exploring aggregation, replication, and sharding.
https://www.youtube.com/watch?v=ExcRbA7fy_A&list=PL4cUxeGkcC9h77dJ-QJlwGlZlTd4ecZOA
You'll learn how to use MongoDB (a NoSQL database) from scratch. You'll also learn how to integrate it into a simple Node.js API.
自动驾驶+
https://www.youtube.com/watch?v=_q4WUxgwDeg&list=PL05umP7R6ij321zzKXK6XCQXAaaYjQbzr
Lecture: Self-Driving Cars (Prof. Andreas Geiger, University of Tübingen)
https://www.youtube.com/watch?v=NkI9ia2cLhc&list=PLB0Tybl0UNfYoJE7ZwsBQoDIG4YN9ptyY
You will learn to make a self-driving car simulation by implementing every component one by one. I will teach you how to implement the car driving mechanics, how to define the environment, how to simulate some sensors, how to detect collisions and how to make the car control itself using a neural network.
相关职位
社招3年以上自动驾驶
1. 负责自动驾驶模型框架的研发，包括训练、推理、部署、数据对接、异常诊断等模块的研发 2. 负责支撑自动驾驶无图模型、端到端模型、VLA模型等的发版、维护和升级
社招自动驾驶
1.负责自动驾驶相关云端大模型应用的研发与设计，包括但不限于：自动分析、场景理解等； 2.持续关注并跟踪自动驾驶及人工智能领域的最新技术进展，进行技术调研及新技术的原型验证。
社招3年以上自动驾驶
1.仿真测试方案设计与执行 基于需求文档和行业标准，设计涵盖功能场景、边缘案例和极端条件的仿真测试用例。 建立用例集并执行云仿真任务，分析结果并生成报告，定位问题根源。 2.测试策略与指标优化 定义并监控关键测试指标，确保算法正向迭代。 开发测试评估模型，量化系统性能提升，提出算法优化建议。 持续改进测试框架，提升测试效率和场景覆盖率，减少实车路测依赖。 3.跨团队协作与标准落地 与算法、系统工程师紧密合作，对齐测试需求与功能定义。 参与制定企业级测试流程规范，推动仿真-实车测试闭环验证
社招自动驾驶
1.负责自动驾驶相关云端大模型应用的研发与设计，包括但不限于：自动分析、场景理解等； 2.持续关注并跟踪自动驾驶及人工智能领域的最新技术进展，进行技术调研及新技术的原型验证。