文远知行智驾应用原生客户端研发(Android)
社招全职地点：广州状态：招聘
任职要求
精通 Java/Kotlin，熟悉 Android SDK 和 NDK 开发； 熟悉 Android 系统架构，了解 Activity、Service、BroadcastReceiver 等组件； 熟悉多线程编程、网络通信（HTTP/WebSocket）和数据存储（SQLite、Room）； 有地图 SDK（如高德地图、百度地图、Google Maps）集成经验； 熟悉车载系统（如 Android Automotive OS、QNX）或车机应用开发； 熟练掌握常用的设计模式和架构模式，具备良好的编码习惯； 具备良好的沟通和团队协作能力，注重成果与效率； 能够独立解决问题，对新技术有着敏锐的洞察力，能够快速学习并掌握新技术。 加分项： 有车机导航应用或 HMI 交互开发经验； 熟悉 OpenGL ES 或 Vulkan，有 3D 图形渲染经验； 了解自动驾驶或 ADAS（高级驾驶辅助系统）相关技术； 有跨平台开发经验（如 Flutter、React Native）； 熟悉 Linux 内核或 Android 系统底层开发。
工作职责
负责车端导航应用的开发与优化，包括地图显示、路径规划、实时导航等功能； 设计和实现车机系统的人机交互界面（HMI），确保用户体验流畅、直观； 与硬件团队合作，集成车辆传感器数据（如 GPS、陀螺仪、车速等）到导航应用中； 开发和维护与车辆 CAN 总线、车载娱乐系统（IVI）的通信模块； 优化应用性能，确保在高性能车机系统上的流畅运行； 参与需求分析、技术方案设计、代码编写和测试，确保项目按时交付； 解决开发过程中的技术难题，持续改进系统架构和代码质量。
包括英文材料
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.
Kotlin+
https://kotlinlang.org/docs/kotlin-tour-welcome.html
Quickly learn the essentials of the Kotlin programming language through our tours, which will take you from beginner to intermediate level.
https://learnxinyminutes.com/kotlin/
Kotlin is a statically typed programming language for the JVM, Android and the browser. It is 100% interoperable with Java.
https://www.youtube.com/watch?v=EExSSotojVI
In this full Kotlin course, you will learn the most popular programming language on Android and start building your own apps.
Android+
https://roadmap.sh/android
Step by step guide to becoming an Android developer .
https://www.youtube.com/playlist?list=PLQkwcJG4YTCSVDhww92llY3CAnc_vUhsm
SDK+
https://www.ibm.com/think/topics/api-vs-sdk
Learn about software development kits (SDKs) and application programming interfaces (APIs) and how they improve both software development cycles and the end-user experience (UX).
https://www.redhat.com/zh-cn/topics/cloud-native-apps/what-is-SDK
软件开发套件（SDK）是通常由硬件平台、操作系统（OS）或编程语言的制造商提供的一套工具。
NDK+
https://developer.android.com/ndk/guides
The Native Development Kit (NDK) is a set of tools that allows you to use C and C++ code with Android.
https://www.youtube.com/watch?v=YvCRlJToCAg
While most Android apps are written in pure Java, Android's Native Development Kit (NDK) enables us to access code written in C/C++ via Java Native Interface (JNI).
多线程+
https://liaoxuefeng.com/books/java/threading/basic/index.html
和单线程相比，多线程编程的特点在于：多线程经常需要读写共享数据，并且需要同步。
https://www.youtube.com/watch?v=_uQgGS_VIXM&list=PLsc-VaxfZl4do3Etp_xQ0aQBoC-x5BIgJ
https://www.youtube.com/watch?v=IEEhzQoKtQU
https://www.youtube.com/watch?v=mTGdtC9f4EU&list=PLL8woMHwr36EDxjUoCzboZjedsnhLP1j4
https://www.youtube.com/watch?v=TPVH_coGAQs&list=PLk6CEY9XxSIAeK-EAh3hB4fgNvYkYmghp
https://www.youtube.com/watch?v=xPqnoB2hjjA
This video is an introduction to multithreading in modern C++.
https://www.youtube.com/watch?v=YKBwKy5PrpQ
Rust threading is easy to implement and improves the efficiency of your applications on multi-core systems!
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.
SQLite+
https://www.youtube.com/watch?v=8Xyn8R9eKB8
https://www.youtube.com/watch?v=byHcYRpMgI4
In this course you’ll learn the basics of using SQLite3 with Python. SQLite is an easy-to-use database engine included with Python.
设计模式+
https://liaoxuefeng.com/books/java/design-patterns/index.html
设计模式，即Design Patterns，是指在软件设计中，被反复使用的一种代码设计经验。使用设计模式的目的是为了可重用代码，提高代码的可扩展性和可维护性。
[英文] Design Patterns
https://refactoring.guru/design-patterns
Design patterns are typical solutions to common problems in software design. Each pattern is like a blueprint that you can customize to solve a particular design problem in your code.
https://www.youtube.com/watch?v=NU_1StN5Tkk
Design Patterns tutorial explained in simple words using real-world examples.
编程规范+
[英文] Google Style Guides
https://google.github.io/styleguide/
Every major open-source project has its own style guide: a set of conventions (sometimes arbitrary) about how to write code for that project. It is much easier to understand a large codebase when all the code in it is in a consistent style.
OpenGL+
https://www.youtube.com/watch?v=45MIykWJ-C4
Learn how to use OpenGL to create 2D and 3D vector graphics in this course.
https://www.youtube.com/watch?v=W3gAzLwfIP0&list=PLlrATfBNZ98foTJPJ_Ev03o2oq3-GGOS2
https://www.youtube.com/watch?v=XpBGwZNyUh0&list=PLPaoO-vpZnumdcb4tZc4x5Q-v7CkrQ6M-
ElasticSearch+
https://www.youtube.com/watch?v=a4HBKEda_F8
Learn about Elasticsearch with this comprehensive course designed for beginners, featuring both theoretical concepts and hands-on applications using Python (though applicable to any programming language). The course is structured in two parts: first covering essential Elasticsearch fundamentals including index management, document storage, text analysis, pipeline creation, search functionality, and advanced features like semantic search and embeddings; followed by a practical section where you'll build a real-world website using Elasticsearch as a search engine, working with the Astronomy Picture of the Day (APOD) dataset to implement features such as data cleaning pipelines, tokenization, pagination, and aggregations.
Vulkan+
https://developer.android.com/codelabs/beginning-vulkan-on-android#0
Vulkan is the primary low-level graphics API on Android. Vulkan enables reaching higher performance for games that implement their own game engine and renderer.
https://docs.vulkan.org/tutorial/latest/00_Introduction.html
The ideas behind Vulkan are similar to those of Direct3D 12 and Metal, but Vulkan has the advantage of being fully cross-platform and allows you to develop for Windows, Linux and Android at the same time.
https://edw.is/learning-vulkan/
I learned some Vulkan and made a game engine with two small game demos in 3 months.
https://vulkan-tutorial.com/
This tutorial will teach you the basics of using the Vulkan graphics and compute 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.
Flutter+
https://flutter.dev/learn
With codelabs, YouTube videos, detailed docs, and more, find everything you need to get started with Flutter or continue your learning journey.
https://www.youtube.com/watch?v=VPvVD8t02U8
Learn how to use Flutter in this complete course for beginners.
React Native+
[英文] Learn the Basics
https://reactnative.dev/docs/tutorial
React Native is like React, but it uses native components instead of web components as building blocks.
https://roadmap.sh/react-native
Step by step guide to becoming a React Native developer
https://www.youtube.com/watch?v=f8Z9JyB2EIE
Get hands-on with React Native and Expo in this crash course! Build a mobile movie app from scratch, and learn essential skills for mobile development along the way.
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
内核+
https://www.youtube.com/watch?v=C43VxGZ_ugU
I rummage around the Linux kernel source and try to understand what makes computers do what they do.
https://www.youtube.com/watch?v=HNIg3TXfdX8&list=PLrGN1Qi7t67V-9uXzj4VSQCffntfvn42v
Learn how to develop your very own kernel from scratch in this programming series!
https://www.youtube.com/watch?v=JDfo2Lc7iLU
Denshi goes over a simple explanation of what computer kernels are and how they work, alonside what makes the Linux kernel any special.
相关职位
社招ACG
-建设业界领先的AI异构算力容器平台，提供高性能、高稳定性、高易用性的百舸产品，支持智驾、AIGC、金融能源、智算中心客户AI应用高效部署 -负责云原生AI容器相关产品的架构设计和产品研发，引入开源社区先进的AI框架、AI调度、AI工作流和AI可观测能力组件构建全栈AI应用云原生解决方案 -构建异构多元芯算力底座，支持国产化信创，支持GPU虚拟化和混部调度，提升AI应用资源效率 -无缝对接客户和云上AI开发平台，支持文心和开源大模型训练推理任务部署，提供训练容错和弹性伸缩能力 -对接客户基础设施环境构建异构算力平台解决方案，支持大模型训练/推理ToB交付 -探索业界最新技术方向，参与开源社区，提升百度云原生AI核心竞争力
更新于 2025-03-10
社招2年以上ACG
-建设业界领先的AI异构算力容器平台，提供高性能、高稳定性、高易用性的百舸产品，支持智驾、AIGC、金融能源、智算中心客户AI应用高效部署 -负责云原生AI容器相关产品的架构设计和产品研发，引入开源社区先进的AI框架、AI调度、AI工作流和AI可观测能力组件构建全栈AI应用云原生解决方案 -构建异构多元芯算力底座，支持国产化信创，支持GPU虚拟化和混部调度，提升AI应用资源效率 -无缝对接客户和云上AI开发平台，支持文心和开源大模型训练推理任务部署，提供训练容错和弹性伸缩能力 -对接客户基础设施环境构建异构算力平台解决方案，支持大模型训练/推理ToB交付 -探索业界最新技术方向，参与开源社区，提升百度云原生AI核心竞争力
更新于 2024-10-08
社招ACG
-负责建设业界领先的AI异构算力容器平台，提供高性能、高稳定性、高易用性的混合云产品，支持AIGC、智算中心、智驾、金融能源等客户AI应用高效部署 -负责云原生AI容器相关产品的架构设计和产品研发，引入开源社区先进的AI框架、AI调度、AI工作流和AI可观测能力组件构建全栈AI应用云原生解决方案 -结合 SOTA 模型训练推理优化原理，深入模型结构与设计思路，将训练推理优化手段工程实践化，为客户提供系统性加速方案，提升训推效率 -针对大规模异构集群场景下，探索训推任务管理、异构资源调度、虚拟化混布、容器存储、高性能网络、分布式训练和推理等技术的创新和应用 -探索业界最新技术方向，参与机器学习框架等开源社区，提升百度混合云AI核心竞争力，提升团队技术影响力
更新于 2025-04-09
社招2年以上算法
1、数据闭环体系搭建与落地：负责自动驾驶全链路数据闭环体系设计与搭建，日均处理亿级传感器原始数据及标注数据，保障数据从采集、处理到模型训练的端到端流转，支撑感知、决策规划等端到端模型的高效训练； 2、数据闭环工具链研发： 2.1 云端数据处理 pipeline 开发： •针对标注数据、场景数据，设计并落地数据清洗（去噪、去重、异常过滤）、解析、切片、抽帧、送标（对接标注平台）的全流程自动化 pipeline； •优化 pipeline 吞吐量与延迟，目标支撑日均 10 万 + 场景数据处理，服务算法团队数据生产需求； •推动工具链部署落地，解决线上运行故障（如数据阻塞、接口兼容问题），保障工具链可用性。 2.2 高价值场景数据挖掘体系建设: •搭建 “规则 + 大模型” 双驱动的数据挖掘产线：针对规则挖掘，设计接入多种传感器、定位、感知、底盘、车身信号并优化规则策略；针对大模型挖掘任务，完成数据方案制定、模型微调、loss优化、模型评测等； •与算法团队协作迭代挖掘策略，提升 corner case 召回率（目标≥85%）。
更新于 2025-10-10