字节跳动高级研发工程师-智能质量方向
社招全职3年以上A70543地点：上海状态：招聘
任职要求
1、3年及以上后端系统开发经验，有扎实的编程能力和良好的编码风格； 2、熟悉Golang/Java/C++等编程语言，了解Mysql/Redis/消息队列等基本组件的使用和原理，有Spark/Hive/Flink等大数据处理经验优先； 3、负责过较高复杂度及大流量的业务后端服务，对于架构和工程的实现有独立思考和见解，有丰富的稳定性治理、服务性能优化经验； 4、了解API网关/Service Mesh/Kubernetes等技术，有微服务体系下的流量治理经验； 5、善于沟通，关注数据，对业务敏感，能快速理解业务背景，具备优秀的技术与业务结合能力； 6、对算法、大模型领域有了解者优先。
工作职责
字节跳动智能质量团队致力于推动质量技术智能化演进，探索大模型在质量场景的落地，涵盖用例生成（单测智能生成、文本用例生成、自动化用例）、智能遍历（客户端/服务端）、智能评估（风险引擎、智能检测）等多个方向。 1、负责工程效率相关应用技术研发、开发和维护，包括但不限于质量、流程、自动化等方向，确保产品的高质量和稳定性； 2、探索工程效率后端领域最优实践，寻找打破传统后端的工作方式； 3、探索并打造基于 LLM 的下一代质量服务，重点通过 LLM 提升软件测试质量与效率，包括但不限于文本/自动化用例生成、智能接口测试、智能评估、风险引擎等方向。
包括英文材料
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。
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.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
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.
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.
消息队列+
https://www.youtube.com/watch?v=xErwDaOc-Gs
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.
Hive+
[英文] Hive Tutorial
https://www.tutorialspoint.com/hive/index.htm
Hive is a data warehouse infrastructure tool to process structured data in Hadoop. It resides on top of Hadoop to summarize Big Data, and makes querying and analyzing easy.
https://www.youtube.com/watch?v=D4HqQ8-Ja9Y
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.
稳定性治理+
https://sre.google/sre-book/simplicity/
Software systems are inherently dynamic and unstable. A software system can only be perfectly stable if it exists in a vacuum.
https://sre.google/sre-book/table-of-contents/
Go through the complete table of contents of sre Google book, outlined are the key topics and insights covered in this essential resource for SRE professionals.
Kubernetes+
https://kubernetes.io/docs/tutorials/kubernetes-basics/
This tutorial provides a walkthrough of the basics of the Kubernetes cluster orchestration system.
https://kubernetes.io/zh-cn/docs/tutorials/kubernetes-basics/
本教程介绍 Kubernetes 集群编排系统的基础知识。每个模块包含关于 Kubernetes 主要特性和概念的一些背景信息，还包括一个在线教程供你学习。
https://www.youtube.com/watch?v=s_o8dwzRlu4
Hands-On Kubernetes Tutorial | Learn Kubernetes in 1 Hour - Kubernetes Course for Beginners
https://www.youtube.com/watch?v=X48VuDVv0do
Full Kubernetes Tutorial | Kubernetes Course | Hands-on course with a lot of demos
微服务+
https://learn.microsoft.com/en-us/training/modules/dotnet-microservices/
Microservice applications are composed of small, independently versioned, and scalable customer-focused services that communicate with each other by using standard protocols and well-defined interfaces.
https://microservices.io/
Microservices - also known as the microservice architecture - is an architectural style that structures an application as a collection of two or more services.
https://spring.io/microservices
Building small, self-contained, ready to run applications can bring great flexibility and added resilience to your code.
https://www.ibm.com/think/topics/microservices
Microservices, or microservices architecture, is a cloud-native architectural approach in which a single application is composed of many loosely coupled and independently deployable smaller components or services.
https://www.youtube.com/watch?v=CqCDOosvZIk
https://www.youtube.com/watch?v=hmkF77F9TLw
Learn about software system design and microservices.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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
相关职位
社招3年以上A19042
1、负责工程效率相关应用技术研发、开发和维护，包括但不限于质量、流程、自动化等方向，确保产品的高质量和稳定性； 2、探索工程效率后端领域最优实践，寻找打破传统后端的工作方式； 3、探索并打造基于LLM的下一代质量服务，重点通过LLM提升软件测试质量与效率，包括但不限于文本/自动化用例生成、智能接口测试、智能评估、风险引擎等方向。
更新于 2025-03-24
社招技术
参与构建下一代客服 Agent，驱动服务体验与效率提升。需要具备扎实的工程功底、大模型应用功底，结合业务场景设计并推进系统架构落地。 【岗位职责】 1、参与设计下一代客户服务 Agent、Agent Saas 的技术方案，与产品、算法团队合作，完成技术工程代码的开发； 2、通过工程优化，增强 Agent（文本、语音）的语义理解能力、反应速度、通话链路质量，技术驱动服务体验和效率的提升； 3、主导 Agent 核心链路的技术升级和性能优化，保障7*24小时的稳定运行，提升 Agent 的可观测性和稳定性，提升异常应对能力； 4、深入理解业务，参与面向对话过程的对话策略和服务设计，结合先进的智能技术能力，持续打磨服务水平； 5、关注行业前沿，推进有价值的技术与业务场景的结合，探索创新方法，推动技术创新。
更新于 2025-07-01
社招技术
参与构建下一代客服 Agent，驱动服务体验与效率提升。需要具备扎实的工程功底、大模型应用功底，结合业务场景设计并推进系统架构落地。 【岗位职责】 1、参与设计下一代客户服务 Agent、Agent Saas 的技术方案，与产品、算法团队合作，完成技术工程代码的开发； 2、通过工程优化，增强 Agent（文本、语音）的语义理解能力、反应速度、通话链路质量，技术驱动服务体验和效率的提升； 3、主导 Agent 核心链路的技术升级和性能优化，保障7*24小时的稳定运行，提升 Agent 的可观测性和稳定性，提升异常应对能力； 4、深入理解业务，参与面向对话过程的对话策略和服务设计，结合先进的智能技术能力，持续打磨服务水平； 5、关注行业前沿，推进有价值的技术与业务场景的结合，探索创新方法，推动技术创新。
更新于 2025-08-20
社招3年以上技术类-开发
1、负责菜鸟质量与效能平台的核心模块架构设计、开发与持续迭代 2、用数字化方式优化需求交付的全生命周期过程 3、结合AI技术，探索智能化测试、智能化运维等创新解决方案 4、持续优化平台性能，提升系统稳定性和用户体验 发展机会 1、参与大规模分布式系统的架构设计与实现 2、接触前沿的AI技术在研发效能领域的应用 3、与业界顶尖技术团队合作，提升个人技术影响力 4、完善的晋升通道和职业发展规划
更新于 2025-09-24