{
 "T00001": {
  "job_title": "Java开发工程师",
  "responsibilities": [
   "主导权限平台的技术选型与难点攻坚；",
   "参与交易网关从0到1的搭建与持续迭代；",
   "负责消息管道的设计与开发；",
   "与产品、测试团队协作，推动用户中心高质量落地；",
   "承担缓存体系的线上问题排查与修复；"
  ],
  "required_skills": [
   "Java",
   "Spring Boot",
   "Redis",
   "Spring Cloud",
   "分布式系统",
   "MySQL"
  ],
  "preferred_skills": [
   "Kubernetes",
   "大模型应用开发",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "金融",
   "物流"
  ]
 },
 "T00002": {
  "job_title": "Java开发工程师",
  "responsibilities": [
   "承担用户中心的线上问题排查与修复；",
   "沉淀消息管道的通用组件与最佳实践；",
   "编写交易网关的技术文档与接口文档；",
   "主导核心业务系统的技术选型与难点攻坚；",
   "配合产品团队完成缓存体系的需求评审；"
  ],
  "required_skills": [
   "Java",
   "Spring Cloud",
   "微服务",
   "MySQL",
   "Spring Boot",
   "Redis"
  ],
  "preferred_skills": [
   "Docker",
   "Kafka",
   "Kubernetes"
  ],
  "scenarios": [
   "物流",
   "电商"
  ]
 },
 "T00003": {
  "job_title": "Java开发工程师",
  "responsibilities": [
   "主导核心业务系统的技术选型与难点攻坚；",
   "推动交易网关的代码评审与质量改进；",
   "沉淀缓存体系的通用组件与最佳实践；",
   "引入大模型能力改造后端服务的现有流程；",
   "参与消息管道的性能优化与重构；",
   "负责用户中心的架构演进与技术债治理；"
  ],
  "required_skills": [
   "Java",
   "Spring Cloud",
   "Spring Boot",
   "分布式系统",
   "Redis"
  ],
  "preferred_skills": [
   "AI辅助编程",
   "大模型应用开发",
   "Kubernetes",
   "RAG"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00004": {
  "job_title": "Java开发工程师",
  "responsibilities": [
   "配合产品团队完成交易网关的需求评审；",
   "负责权限平台的设计与开发；",
   "推动核心业务系统的自动化与工程效率提升；",
   "编写后端服务的技术文档与接口文档；"
  ],
  "required_skills": [
   "MySQL",
   "Spring Boot",
   "分布式系统",
   "Redis",
   "Java",
   "Spring Cloud"
  ],
  "preferred_skills": [
   "大模型应用开发",
   "Kubernetes",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00005": {
  "job_title": "Java开发工程师",
  "responsibilities": [
   "编写用户中心的技术文档与接口文档；",
   "与产品、测试团队协作，推动交易网关高质量落地；",
   "配合产品团队完成权限平台的需求评审；",
   "参与订单中心的性能优化与重构；",
   "承担消息管道的线上问题排查与修复；"
  ],
  "required_skills": [
   "Spring",
   "MyBatis",
   "Java",
   "Servlet",
   "MySQL"
  ],
  "preferred_skills": [
   "Struts",
   "Linux"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00006": {
  "job_title": "Java开发工程师",
  "responsibilities": [
   "承担缓存体系的线上问题排查与修复；",
   "参与核心业务系统的性能优化与重构；",
   "负责订单中心的架构演进与技术债治理；",
   "主导权限平台的技术选型与难点攻坚；"
  ],
  "required_skills": [
   "Java",
   "Spring Cloud",
   "分布式系统",
   "Spring Boot",
   "Redis"
  ],
  "preferred_skills": [
   "Kubernetes",
   "大模型应用开发",
   "RAG"
  ],
  "scenarios": [
   "金融",
   "物流"
  ]
 },
 "T00007": {
  "job_title": "Java开发工程师",
  "responsibilities": [
   "建设交易网关的监控与告警体系；",
   "编写订单中心的技术文档与接口文档；",
   "负责消息管道的设计与开发；",
   "与产品、测试团队协作，推动缓存体系高质量落地；",
   "沉淀核心业务系统的通用组件与最佳实践；"
  ],
  "required_skills": [
   "分布式系统",
   "Spring Cloud",
   "Spring Boot",
   "Java"
  ],
  "preferred_skills": [
   "AI辅助编程",
   "Kubernetes",
   "RAG"
  ],
  "scenarios": [
   "物流",
   "电商"
  ]
 },
 "T00008": {
  "job_title": "Java开发工程师",
  "responsibilities": [
   "承担交易网关的线上问题排查与修复；",
   "引入大模型能力改造后端服务的现有流程；",
   "推动用户中心的代码评审与质量改进；",
   "配合产品团队完成缓存体系的需求评审；"
  ],
  "required_skills": [
   "Spring Boot",
   "分布式系统",
   "Redis",
   "Java",
   "Spring Cloud"
  ],
  "preferred_skills": [
   "Kubernetes",
   "大模型应用开发",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00009": {
  "job_title": "Python开发工程师",
  "responsibilities": [
   "沉淀用户中心的通用组件与最佳实践；",
   "负责权限平台的设计与开发；",
   "参与交易网关从0到1的搭建与持续迭代；"
  ],
  "required_skills": [
   "Redis",
   "Linux",
   "Python",
   "MySQL",
   "FastAPI"
  ],
  "preferred_skills": [
   "Git",
   "Docker"
  ],
  "scenarios": [
   "教育",
   "金融"
  ]
 },
 "T00010": {
  "job_title": "Python开发工程师",
  "responsibilities": [
   "参与缓存体系从0到1的搭建与持续迭代；",
   "负责订单中心高并发场景的优化与稳定性保障；",
   "建设交易网关的监控与告警体系；",
   "负责权限平台的设计与开发；"
  ],
  "required_skills": [
   "Python",
   "Git",
   "Django",
   "Linux"
  ],
  "preferred_skills": [
   "Flask",
   "Nginx"
  ],
  "scenarios": [
   "电商",
   "教育"
  ]
 },
 "T00011": {
  "job_title": "Python开发工程师",
  "responsibilities": [
   "推动消息管道的代码评审与质量改进；",
   "配合产品团队完成核心业务系统的需求评审；",
   "沉淀用户中心的通用组件与最佳实践；",
   "参与后端服务从0到1的搭建与持续迭代；",
   "参与权限平台的性能优化与重构；"
  ],
  "required_skills": [
   "Linux",
   "Python",
   "Redis",
   "MySQL"
  ],
  "preferred_skills": [
   "Docker",
   "Kafka"
  ],
  "scenarios": [
   "金融",
   "教育"
  ]
 },
 "T00012": {
  "job_title": "Python开发工程师",
  "responsibilities": [
   "建设缓存体系的监控与告警体系；",
   "探索AI工具在消息管道中的应用与提效；",
   "负责后端服务高并发场景的优化与稳定性保障；",
   "沉淀订单中心的通用组件与最佳实践；",
   "负责权限平台的架构演进与技术债治理；"
  ],
  "required_skills": [
   "MySQL",
   "Python",
   "FastAPI",
   "Redis",
   "分布式系统"
  ],
  "preferred_skills": [
   "Docker",
   "AI辅助编程",
   "向量数据库"
  ],
  "scenarios": [
   "教育",
   "电商"
  ]
 },
 "T00013": {
  "job_title": "Python开发工程师",
  "responsibilities": [
   "参与交易网关的性能优化与重构；",
   "与产品、测试团队协作，推动订单中心高质量落地；",
   "负责消息管道的设计与开发；"
  ],
  "required_skills": [
   "分布式系统",
   "FastAPI",
   "MySQL",
   "Redis",
   "Python"
  ],
  "preferred_skills": [
   "大模型应用开发",
   "AI辅助编程",
   "向量数据库"
  ],
  "scenarios": [
   "教育",
   "金融"
  ]
 },
 "T00014": {
  "job_title": "Python开发工程师",
  "responsibilities": [
   "探索AI工具在后端服务中的应用与提效；",
   "负责权限平台高并发场景的优化与稳定性保障；",
   "引入大模型能力改造交易网关的现有流程；"
  ],
  "required_skills": [
   "Python",
   "分布式系统",
   "FastAPI",
   "MySQL"
  ],
  "preferred_skills": [
   "AI辅助编程",
   "Docker",
   "向量数据库"
  ],
  "scenarios": [
   "教育",
   "电商"
  ]
 },
 "T00015": {
  "job_title": "Python开发工程师",
  "responsibilities": [
   "推动交易网关的代码评审与质量改进；",
   "与产品、测试团队协作，推动缓存体系高质量落地；",
   "配合产品团队完成核心业务系统的需求评审；",
   "编写权限平台的技术文档与接口文档；"
  ],
  "required_skills": [
   "Git",
   "Linux",
   "MySQL",
   "Django"
  ],
  "preferred_skills": [
   "Nginx",
   "Redis"
  ],
  "scenarios": [
   "金融",
   "教育"
  ]
 },
 "T00016": {
  "job_title": "Python开发工程师",
  "responsibilities": [
   "配合产品团队完成交易网关的需求评审；",
   "编写消息管道的技术文档与接口文档；",
   "参与核心业务系统的性能优化与重构；"
  ],
  "required_skills": [
   "Django",
   "Linux",
   "MySQL",
   "Python"
  ],
  "preferred_skills": [
   "Flask",
   "Redis"
  ],
  "scenarios": [
   "教育",
   "金融"
  ]
 },
 "T00017": {
  "job_title": "前端工程师",
  "responsibilities": [
   "主导工程化脚手架的技术选型与难点攻坚；",
   "沉淀运营活动页的通用组件与最佳实践；",
   "参与管理后台的前端性能优化；"
  ],
  "required_skills": [
   "TypeScript",
   "低代码平台",
   "React",
   "Vue",
   "Vite"
  ],
  "preferred_skills": [
   "Node.js",
   "微前端"
  ],
  "scenarios": [
   "电商",
   "社交"
  ]
 },
 "T00018": {
  "job_title": "前端工程师",
  "responsibilities": [
   "沉淀工程化脚手架的通用组件与最佳实践；",
   "参与管理后台的前端性能优化；",
   "与后端联调组件库的数据接口；"
  ],
  "required_skills": [
   "React",
   "Vue",
   "TypeScript",
   "低代码平台",
   "Vite"
  ],
  "preferred_skills": [
   "Node.js",
   "微前端"
  ],
  "scenarios": [
   "社交",
   "短视频"
  ]
 },
 "T00019": {
  "job_title": "前端工程师",
  "responsibilities": [
   "维护运营活动页的组件库与工程化体系；",
   "沉淀工程化脚手架的通用组件与最佳实践；",
   "建设组件库的监控与告警体系；",
   "主导移动端页面的技术选型与难点攻坚；"
  ],
  "required_skills": [
   "Vue",
   "TypeScript",
   "React",
   "Vite"
  ],
  "preferred_skills": [
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "社交",
   "短视频"
  ]
 },
 "T00020": {
  "job_title": "前端工程师",
  "responsibilities": [
   "沉淀工程化脚手架的通用组件与最佳实践；",
   "参与组件库的前端性能优化；",
   "负责管理后台的页面开发与交互实现；",
   "探索AI工具在运营活动页中的应用与提效；",
   "参与移动端页面从0到1的搭建与持续迭代；"
  ],
  "required_skills": [
   "Vite",
   "React",
   "Vue",
   "TypeScript",
   "低代码平台"
  ],
  "preferred_skills": [
   "AI辅助编程",
   "微前端",
   "大模型应用开发"
  ],
  "scenarios": [
   "电商",
   "短视频"
  ]
 },
 "T00021": {
  "job_title": "前端工程师",
  "responsibilities": [
   "负责管理后台的页面开发与交互实现；",
   "与后端联调工程化脚手架的数据接口；",
   "与产品、测试团队协作，推动运营活动页高质量落地；",
   "参与可视化大屏的前端性能优化；"
  ],
  "required_skills": [
   "jQuery",
   "CSS",
   "Vue",
   "HTML",
   "JavaScript"
  ],
  "preferred_skills": [
   "Angular",
   "小程序开发"
  ],
  "scenarios": [
   "社交",
   "电商"
  ]
 },
 "T00022": {
  "job_title": "前端工程师",
  "responsibilities": [
   "维护工程化脚手架的组件库与工程化体系；",
   "与产品、测试团队协作，推动可视化大屏高质量落地；",
   "负责运营活动页的页面开发与交互实现；",
   "主导移动端页面的技术选型与难点攻坚；"
  ],
  "required_skills": [
   "TypeScript",
   "React",
   "Vue",
   "Webpack",
   "JavaScript"
  ],
  "preferred_skills": [
   "小程序开发",
   "Node.js"
  ],
  "scenarios": [
   "社交",
   "短视频"
  ]
 },
 "T00023": {
  "job_title": "前端工程师",
  "responsibilities": [
   "推动工程化脚手架的自动化与工程效率提升；",
   "与后端联调可视化大屏的数据接口；",
   "维护组件库的组件库与工程化体系；",
   "承担管理后台的兼容性适配工作；",
   "建设移动端页面的监控与告警体系；",
   "引入大模型能力改造运营活动页的现有流程；"
  ],
  "required_skills": [
   "Vue",
   "Vite",
   "低代码平台",
   "React",
   "TypeScript"
  ],
  "preferred_skills": [
   "AI辅助编程",
   "Node.js",
   "大模型应用开发"
  ],
  "scenarios": [
   "电商",
   "社交"
  ]
 },
 "T00024": {
  "job_title": "前端工程师",
  "responsibilities": [
   "维护管理后台的组件库与工程化体系；",
   "主导组件库的技术选型与难点攻坚；",
   "建设工程化脚手架的监控与告警体系；",
   "推动移动端页面的自动化与工程效率提升；",
   "探索AI工具在可视化大屏中的应用与提效；"
  ],
  "required_skills": [
   "TypeScript",
   "低代码平台",
   "Vite",
   "React",
   "Vue"
  ],
  "preferred_skills": [
   "Node.js",
   "大模型应用开发"
  ],
  "scenarios": [
   "电商",
   "社交"
  ]
 },
 "T00025": {
  "job_title": "数据工程师",
  "responsibilities": [
   "参与数据湖的数据治理工作；",
   "主导日志数据的技术选型与难点攻坚；",
   "搭建指标体系的离线数仓分层；",
   "引入大模型能力改造离线数仓的现有流程；",
   "推动业务数据的自动化与工程效率提升；"
  ],
  "required_skills": [
   "SQL",
   "Kafka",
   "Flink",
   "Python"
  ],
  "preferred_skills": [
   "ClickHouse",
   "Airflow",
   "Doris",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "物流",
   "金融"
  ]
 },
 "T00026": {
  "job_title": "数据工程师",
  "responsibilities": [
   "探索AI工具在日志数据中的应用与提效；",
   "负责离线数仓的采集与清洗；",
   "负责业务数据高并发场景的优化与稳定性保障；",
   "搭建数据湖的离线数仓分层；"
  ],
  "required_skills": [
   "Spark",
   "Python",
   "Flink",
   "SQL",
   "Kafka"
  ],
  "preferred_skills": [
   "ClickHouse",
   "Doris",
   "Airflow",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "零售"
  ]
 },
 "T00027": {
  "job_title": "数据工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动数据湖高质量落地；",
   "搭建日志数据的离线数仓分层；",
   "维护指标体系的调度与监控体系；"
  ],
  "required_skills": [
   "Flink",
   "SQL",
   "Kafka",
   "Python"
  ],
  "preferred_skills": [
   "Doris",
   "ClickHouse",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "物流"
  ]
 },
 "T00028": {
  "job_title": "数据工程师",
  "responsibilities": [
   "负责业务数据的采集与清洗；",
   "建设指标体系的监控与告警体系；",
   "开发离线数仓的实时计算任务；",
   "搭建日志数据的离线数仓分层；",
   "主导实时数仓的技术选型与难点攻坚；"
  ],
  "required_skills": [
   "Kafka",
   "SQL",
   "Python",
   "Flink"
  ],
  "preferred_skills": [
   "ClickHouse",
   "Airflow",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "物流"
  ]
 },
 "T00029": {
  "job_title": "数据工程师",
  "responsibilities": [
   "主导业务数据的技术选型与难点攻坚；",
   "搭建指标体系的离线数仓分层；",
   "负责日志数据高并发场景的优化与稳定性保障；",
   "参与实时数仓从0到1的搭建与持续迭代；",
   "推动数据湖的自动化与工程效率提升；"
  ],
  "required_skills": [
   "Python",
   "Spark",
   "SQL",
   "Flink",
   "Kafka"
  ],
  "preferred_skills": [
   "Doris",
   "Airflow"
  ],
  "scenarios": [
   "物流",
   "零售"
  ]
 },
 "T00030": {
  "job_title": "数据工程师",
  "responsibilities": [
   "引入大模型能力改造日志数据的现有流程；",
   "负责数据湖的架构演进与技术债治理；",
   "建设实时数仓的监控与告警体系；",
   "维护业务数据的调度与监控体系；"
  ],
  "required_skills": [
   "Kafka",
   "Flink",
   "Spark",
   "Python",
   "SQL"
  ],
  "preferred_skills": [
   "Airflow",
   "ClickHouse",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "物流"
  ]
 },
 "T00031": {
  "job_title": "数据工程师",
  "responsibilities": [
   "搭建数据湖的离线数仓分层；",
   "维护日志数据的调度与监控体系；",
   "负责离线数仓的采集与清洗；",
   "与产品、测试团队协作，推动指标体系高质量落地；",
   "参与实时数仓的数据治理工作；"
  ],
  "required_skills": [
   "SQL",
   "Hadoop",
   "Python",
   "Hive",
   "Spark"
  ],
  "preferred_skills": [
   "Sqoop",
   "HBase"
  ],
  "scenarios": [
   "零售",
   "物流"
  ]
 },
 "T00032": {
  "job_title": "数据工程师",
  "responsibilities": [
   "探索AI工具在实时数仓中的应用与提效；",
   "负责业务数据的采集与清洗；",
   "参与数据湖从0到1的搭建与持续迭代；",
   "开发离线数仓的实时计算任务；",
   "建设日志数据的监控与告警体系；"
  ],
  "required_skills": [
   "Flink",
   "Kafka",
   "Python",
   "SQL"
  ],
  "preferred_skills": [
   "Doris",
   "ClickHouse",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "零售",
   "物流"
  ]
 },
 "T00033": {
  "job_title": "算法工程师",
  "responsibilities": [
   "推动用户画像的自动化与工程效率提升；",
   "探索AI工具在排序模型中的应用与提效；",
   "主导风控模型的技术选型与难点攻坚；",
   "与产品、测试团队协作，推动推荐模型高质量落地；"
  ],
  "required_skills": [
   "Python",
   "深度学习",
   "PyTorch",
   "机器学习",
   "推荐算法"
  ],
  "preferred_skills": [
   "大模型应用开发",
   "RAG"
  ],
  "scenarios": [
   "金融",
   "电商"
  ]
 },
 "T00034": {
  "job_title": "算法工程师",
  "responsibilities": [
   "与工程团队协作上线风控模型；",
   "参与排序模型从0到1的搭建与持续迭代；",
   "推动召回策略的自动化与工程效率提升；",
   "跟踪推荐模型的前沿论文并落地；",
   "建设用户画像的监控与告警体系；",
   "优化预估服务的线上推理性能；"
  ],
  "required_skills": [
   "PyTorch",
   "推荐算法",
   "深度学习",
   "机器学习",
   "Python"
  ],
  "preferred_skills": [
   "模型微调",
   "强化学习"
  ],
  "scenarios": [
   "电商",
   "广告"
  ]
 },
 "T00035": {
  "job_title": "算法工程师",
  "responsibilities": [
   "负责召回策略的建模与迭代；",
   "探索AI工具在推荐模型中的应用与提效；",
   "跟踪风控模型的前沿论文并落地；",
   "与工程团队协作上线用户画像；",
   "与产品、测试团队协作，推动预估服务高质量落地；"
  ],
  "required_skills": [
   "推荐算法",
   "深度学习",
   "PyTorch",
   "机器学习",
   "Python"
  ],
  "preferred_skills": [
   "模型微调",
   "大模型应用开发",
   "RAG"
  ],
  "scenarios": [
   "金融",
   "广告"
  ]
 },
 "T00036": {
  "job_title": "算法工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动预估服务高质量落地；",
   "跟踪用户画像的前沿论文并落地；",
   "主导推荐模型的技术选型与难点攻坚；",
   "负责排序模型高并发场景的优化与稳定性保障；",
   "推动召回策略的自动化与工程效率提升；"
  ],
  "required_skills": [
   "推荐算法",
   "Python",
   "PyTorch",
   "深度学习",
   "机器学习"
  ],
  "preferred_skills": [
   "大模型应用开发",
   "强化学习",
   "模型微调",
   "RAG"
  ],
  "scenarios": [
   "金融",
   "广告"
  ]
 },
 "T00037": {
  "job_title": "算法工程师",
  "responsibilities": [
   "主导风控模型的技术选型与难点攻坚；",
   "负责排序模型高并发场景的优化与稳定性保障；",
   "参与推荐模型从0到1的搭建与持续迭代；",
   "沉淀召回策略的通用组件与最佳实践；",
   "负责用户画像的建模与迭代；"
  ],
  "required_skills": [
   "PyTorch",
   "深度学习",
   "机器学习",
   "Python",
   "推荐算法"
  ],
  "preferred_skills": [
   "模型微调",
   "大模型应用开发",
   "RAG"
  ],
  "scenarios": [
   "金融",
   "广告"
  ]
 },
 "T00038": {
  "job_title": "算法工程师",
  "responsibilities": [
   "负责召回策略高并发场景的优化与稳定性保障；",
   "与工程团队协作上线风控模型；",
   "沉淀预估服务的通用组件与最佳实践；"
  ],
  "required_skills": [
   "机器学习",
   "Python",
   "深度学习",
   "推荐算法",
   "PyTorch"
  ],
  "preferred_skills": [
   "模型微调",
   "大模型应用开发",
   "RAG"
  ],
  "scenarios": [
   "金融",
   "广告"
  ]
 },
 "T00039": {
  "job_title": "算法工程师",
  "responsibilities": [
   "负责预估服务的架构演进与技术债治理；",
   "负责风控模型高并发场景的优化与稳定性保障；",
   "推动召回策略的自动化与工程效率提升；",
   "与工程团队协作上线推荐模型；"
  ],
  "required_skills": [
   "Python",
   "PyTorch",
   "机器学习",
   "深度学习",
   "推荐算法"
  ],
  "preferred_skills": [
   "模型微调",
   "RAG"
  ],
  "scenarios": [
   "金融",
   "电商"
  ]
 },
 "T00040": {
  "job_title": "算法工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动预估服务高质量落地；",
   "优化用户画像的线上推理性能；",
   "参与召回策略的特征工程建设；",
   "跟踪排序模型的前沿论文并落地；",
   "与工程团队协作上线风控模型；",
   "参与推荐模型从0到1的搭建与持续迭代；"
  ],
  "required_skills": [
   "Python",
   "深度学习",
   "机器学习",
   "TensorFlow"
  ],
  "preferred_skills": [
   "C++",
   "XGBoost",
   "Spark"
  ],
  "scenarios": [
   "广告",
   "金融"
  ]
 },
 "T00041": {
  "job_title": "数据分析师",
  "responsibilities": [
   "负责销售大盘高并发场景的优化与稳定性保障；",
   "搭建经营数据的核心指标看板；",
   "支持业务团队的活动效果取数需求；",
   "建设渠道投放的监控与告警体系；",
   "参与用户行为从0到1的搭建与持续迭代；",
   "参与留存漏斗的复盘与归因分析；"
  ],
  "required_skills": [
   "数据可视化",
   "A/B测试",
   "SQL",
   "数据分析",
   "Python"
  ],
  "preferred_skills": [
   "Power BI",
   "Tableau",
   "大模型应用开发",
   "提示词工程"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00042": {
  "job_title": "数据分析师",
  "responsibilities": [
   "主导经营数据的技术选型与难点攻坚；",
   "负责用户行为的架构演进与技术债治理；",
   "与产品、测试团队协作，推动销售大盘高质量落地；"
  ],
  "required_skills": [
   "SQL",
   "Python",
   "数据分析",
   "数据可视化",
   "A/B测试"
  ],
  "preferred_skills": [
   "Tableau",
   "大模型应用开发",
   "提示词工程"
  ],
  "scenarios": [
   "零售",
   "电商"
  ]
 },
 "T00043": {
  "job_title": "数据分析师",
  "responsibilities": [
   "与产品、测试团队协作，推动活动效果高质量落地；",
   "负责留存漏斗高并发场景的优化与稳定性保障；",
   "建设用户行为的监控与告警体系；",
   "负责经营数据的报表体系建设；",
   "负责渠道投放的架构演进与技术债治理；"
  ],
  "required_skills": [
   "A/B测试",
   "数据可视化",
   "数据分析",
   "Python",
   "SQL"
  ],
  "preferred_skills": [
   "大模型应用开发",
   "Power BI",
   "提示词工程"
  ],
  "scenarios": [
   "零售",
   "电商"
  ]
 },
 "T00044": {
  "job_title": "数据分析师",
  "responsibilities": [
   "搭建留存漏斗的核心指标看板；",
   "输出销售大盘的专题分析报告；",
   "负责活动效果的报表体系建设；",
   "引入大模型能力改造渠道投放的现有流程；"
  ],
  "required_skills": [
   "Python",
   "A/B测试",
   "数据分析",
   "SQL",
   "数据可视化"
  ],
  "preferred_skills": [
   "大模型应用开发",
   "Power BI",
   "提示词工程"
  ],
  "scenarios": [
   "金融",
   "电商"
  ]
 },
 "T00045": {
  "job_title": "数据分析师",
  "responsibilities": [
   "建设销售大盘的监控与告警体系；",
   "参与留存漏斗从0到1的搭建与持续迭代；",
   "参与活动效果的复盘与归因分析；",
   "主导渠道投放的技术选型与难点攻坚；",
   "沉淀经营数据的通用组件与最佳实践；"
  ],
  "required_skills": [
   "SQL",
   "数据分析",
   "数据可视化",
   "A/B测试",
   "Python"
  ],
  "preferred_skills": [
   "大模型应用开发",
   "Tableau",
   "提示词工程"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00046": {
  "job_title": "数据分析师",
  "responsibilities": [
   "与产品、测试团队协作，推动活动效果高质量落地；",
   "输出经营数据的专题分析报告；",
   "搭建留存漏斗的核心指标看板；",
   "负责销售大盘的架构演进与技术债治理；"
  ],
  "required_skills": [
   "Python",
   "数据可视化",
   "数据分析",
   "A/B测试",
   "SQL"
  ],
  "preferred_skills": [
   "Power BI",
   "大模型应用开发",
   "提示词工程"
  ],
  "scenarios": [
   "零售",
   "金融"
  ]
 },
 "T00047": {
  "job_title": "数据分析师",
  "responsibilities": [
   "推动销售大盘的自动化与工程效率提升；",
   "参与留存漏斗从0到1的搭建与持续迭代；",
   "输出渠道投放的专题分析报告；",
   "沉淀活动效果的通用组件与最佳实践；",
   "负责用户行为的架构演进与技术债治理；"
  ],
  "required_skills": [
   "SQL",
   "数据可视化",
   "数据分析",
   "A/B测试",
   "Python"
  ],
  "preferred_skills": [
   "Power BI",
   "大模型应用开发",
   "提示词工程"
  ],
  "scenarios": [
   "零售",
   "电商"
  ]
 },
 "T00048": {
  "job_title": "数据分析师",
  "responsibilities": [
   "负责经营数据高并发场景的优化与稳定性保障；",
   "输出留存漏斗的专题分析报告；",
   "负责销售大盘的报表体系建设；"
  ],
  "required_skills": [
   "SPSS",
   "数据分析",
   "Excel",
   "数据可视化",
   "SQL"
  ],
  "preferred_skills": [
   "R",
   "Tableau"
  ],
  "scenarios": [
   "零售",
   "电商"
  ]
 },
 "T00049": {
  "job_title": "测试开发工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动支付链路高质量落地；",
   "负责质量平台高并发场景的优化与稳定性保障；",
   "推动接口自动化的自动化与工程效率提升；",
   "探索AI工具在压测体系中的应用与提效；",
   "引入大模型能力改造核心交易系统的现有流程；"
  ],
  "required_skills": [
   "Python",
   "自动化测试",
   "接口测试",
   "CI/CD"
  ],
  "preferred_skills": [
   "Pytest",
   "Docker",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00050": {
  "job_title": "测试开发工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动接口自动化高质量落地；",
   "开发回归测试的自动化测试脚本；",
   "建设质量平台的监控与告警体系；"
  ],
  "required_skills": [
   "自动化测试",
   "Python",
   "CI/CD"
  ],
  "preferred_skills": [
   "JMeter",
   "Pytest",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "政务",
   "电商"
  ]
 },
 "T00051": {
  "job_title": "测试开发工程师",
  "responsibilities": [
   "执行质量平台的性能压测；",
   "建设压测体系的监控与告警体系；",
   "开发核心交易系统的自动化测试脚本；",
   "探索AI工具在回归测试中的应用与提效；",
   "搭建支付链路的测试平台；"
  ],
  "required_skills": [
   "Python",
   "自动化测试",
   "性能测试",
   "CI/CD",
   "接口测试"
  ],
  "preferred_skills": [
   "Docker",
   "JMeter",
   "AI辅助编程"
  ],
  "scenarios": [
   "电商",
   "政务"
  ]
 },
 "T00052": {
  "job_title": "测试开发工程师",
  "responsibilities": [
   "主导回归测试的技术选型与难点攻坚；",
   "参与支付链路从0到1的搭建与持续迭代；",
   "探索AI工具在质量平台中的应用与提效；",
   "推动接口自动化的自动化与工程效率提升；",
   "推动压测体系的质量效能改进；"
  ],
  "required_skills": [
   "接口测试",
   "自动化测试",
   "Python",
   "CI/CD"
  ],
  "preferred_skills": [
   "Pytest",
   "JMeter",
   "Docker",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "电商",
   "政务"
  ]
 },
 "T00053": {
  "job_title": "测试开发工程师",
  "responsibilities": [
   "沉淀质量平台的通用组件与最佳实践；",
   "探索AI工具在核心交易系统中的应用与提效；",
   "主导压测体系的技术选型与难点攻坚；",
   "参与接口自动化从0到1的搭建与持续迭代；",
   "与产品、测试团队协作，推动支付链路高质量落地；"
  ],
  "required_skills": [
   "Python",
   "自动化测试",
   "CI/CD",
   "接口测试",
   "性能测试"
  ],
  "preferred_skills": [
   "JMeter",
   "Docker",
   "Pytest",
   "AI辅助编程"
  ],
  "scenarios": [
   "电商",
   "政务"
  ]
 },
 "T00054": {
  "job_title": "测试开发工程师",
  "responsibilities": [
   "推动接口自动化的质量效能改进；",
   "负责回归测试高并发场景的优化与稳定性保障；",
   "引入大模型能力改造核心交易系统的现有流程；",
   "推动压测体系的自动化与工程效率提升；"
  ],
  "required_skills": [
   "Python",
   "自动化测试",
   "CI/CD",
   "性能测试",
   "接口测试"
  ],
  "preferred_skills": [
   "JMeter",
   "Docker",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "金融",
   "电商"
  ]
 },
 "T00055": {
  "job_title": "测试开发工程师",
  "responsibilities": [
   "负责支付链路高并发场景的优化与稳定性保障；",
   "主导回归测试的技术选型与难点攻坚；",
   "负责质量平台的架构演进与技术债治理；",
   "与产品、测试团队协作，推动核心交易系统高质量落地；"
  ],
  "required_skills": [
   "接口测试",
   "性能测试",
   "Python",
   "自动化测试",
   "CI/CD"
  ],
  "preferred_skills": [
   "Pytest",
   "Docker",
   "JMeter",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "电商",
   "政务"
  ]
 },
 "T00056": {
  "job_title": "测试开发工程师",
  "responsibilities": [
   "沉淀核心交易系统的通用组件与最佳实践；",
   "推动质量平台的自动化与工程效率提升；",
   "执行接口自动化的性能压测；",
   "负责回归测试的架构演进与技术债治理；",
   "与产品、测试团队协作，推动压测体系高质量落地；"
  ],
  "required_skills": [
   "性能测试",
   "Python",
   "CI/CD",
   "自动化测试",
   "接口测试"
  ],
  "preferred_skills": [
   "Pytest",
   "Docker",
   "JMeter",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "政务",
   "金融"
  ]
 },
 "T00057": {
  "job_title": "运维工程师（SRE）",
  "responsibilities": [
   "探索AI工具在灾备体系中的应用与提效；",
   "与产品、测试团队协作，推动中间件高质量落地；",
   "建设容器平台的监控与告警体系；"
  ],
  "required_skills": [
   "Kubernetes",
   "DevOps",
   "Prometheus",
   "Linux"
  ],
  "preferred_skills": [
   "AIOps",
   "Grafana",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "游戏"
  ]
 },
 "T00058": {
  "job_title": "运维工程师（SRE）",
  "responsibilities": [
   "参与灾备体系的容量规划；",
   "参与生产集群从0到1的搭建与持续迭代；",
   "完善容器平台的告警与巡检机制；",
   "处理发布流水线的线上故障与应急；"
  ],
  "required_skills": [
   "Linux",
   "Prometheus",
   "DevOps",
   "Docker",
   "Kubernetes"
  ],
  "preferred_skills": [
   "Grafana",
   "Terraform",
   "AI辅助编程"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00059": {
  "job_title": "运维工程师（SRE）",
  "responsibilities": [
   "探索AI工具在生产集群中的应用与提效；",
   "主导容器平台的技术选型与难点攻坚；",
   "参与发布流水线从0到1的搭建与持续迭代；",
   "推动监控体系的自动化与工程效率提升；",
   "负责灾备体系的稳定运行与监控；"
  ],
  "required_skills": [
   "Prometheus",
   "Linux",
   "DevOps",
   "Kubernetes"
  ],
  "preferred_skills": [
   "Grafana",
   "Terraform",
   "AIOps",
   "AI辅助编程"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00060": {
  "job_title": "运维工程师（SRE）",
  "responsibilities": [
   "建设容器平台的自动化运维体系；",
   "负责灾备体系高并发场景的优化与稳定性保障；",
   "完善发布流水线的告警与巡检机制；",
   "沉淀生产集群的通用组件与最佳实践；",
   "负责中间件的稳定运行与监控；"
  ],
  "required_skills": [
   "Linux",
   "Nginx",
   "Tomcat",
   "Shell",
   "MySQL"
  ],
  "preferred_skills": [
   "Jenkins",
   "Ansible",
   "Python"
  ],
  "scenarios": [
   "电商",
   "游戏"
  ]
 },
 "T00061": {
  "job_title": "运维工程师（SRE）",
  "responsibilities": [
   "参与容器平台的容量规划；",
   "引入大模型能力改造生产集群的现有流程；",
   "推动监控体系的自动化与工程效率提升；",
   "完善灾备体系的告警与巡检机制；",
   "负责中间件的架构演进与技术债治理；"
  ],
  "required_skills": [
   "Docker",
   "DevOps",
   "Prometheus",
   "Linux",
   "Kubernetes"
  ],
  "preferred_skills": [
   "AIOps",
   "Grafana",
   "AI辅助编程"
  ],
  "scenarios": [
   "游戏",
   "电商"
  ]
 },
 "T00062": {
  "job_title": "运维工程师（SRE）",
  "responsibilities": [
   "负责发布流水线的稳定运行与监控；",
   "参与中间件的容量规划；",
   "与产品、测试团队协作，推动灾备体系高质量落地；",
   "沉淀监控体系的通用组件与最佳实践；"
  ],
  "required_skills": [
   "Kubernetes",
   "Linux",
   "Prometheus",
   "DevOps"
  ],
  "preferred_skills": [
   "Grafana",
   "AIOps",
   "Terraform",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "电商"
  ]
 },
 "T00063": {
  "job_title": "运维工程师（SRE）",
  "responsibilities": [
   "建设生产集群的自动化运维体系；",
   "参与灾备体系的容量规划；",
   "沉淀容器平台的通用组件与最佳实践；",
   "完善监控体系的告警与巡检机制；",
   "参与中间件从0到1的搭建与持续迭代；",
   "与产品、测试团队协作，推动发布流水线高质量落地；"
  ],
  "required_skills": [
   "MySQL",
   "Tomcat",
   "Shell",
   "Linux"
  ],
  "preferred_skills": [
   "Python",
   "Ansible"
  ],
  "scenarios": [
   "电商",
   "游戏"
  ]
 },
 "T00064": {
  "job_title": "运维工程师（SRE）",
  "responsibilities": [
   "探索AI工具在监控体系中的应用与提效；",
   "参与生产集群的容量规划；",
   "沉淀发布流水线的通用组件与最佳实践；",
   "与产品、测试团队协作，推动容器平台高质量落地；",
   "推动灾备体系的自动化与工程效率提升；",
   "负责中间件高并发场景的优化与稳定性保障；"
  ],
  "required_skills": [
   "Prometheus",
   "Linux",
   "Kubernetes",
   "Docker",
   "DevOps"
  ],
  "preferred_skills": [
   "AIOps",
   "Grafana",
   "AI辅助编程"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00065": {
  "job_title": "嵌入式工程师",
  "responsibilities": [
   "主导量产固件的技术选型与难点攻坚；",
   "建设主控固件的监控与告警体系；",
   "参与传感器驱动从0到1的搭建与持续迭代；",
   "编写低功耗方案的开发文档；"
  ],
  "required_skills": [
   "RTOS",
   "嵌入式开发",
   "C",
   "C++",
   "驱动开发"
  ],
  "preferred_skills": [
   "MQTT",
   "边缘计算",
   "AI辅助编程",
   "边缘推理"
  ],
  "scenarios": [
   "智能制造",
   "出行"
  ]
 },
 "T00066": {
  "job_title": "嵌入式工程师",
  "responsibilities": [
   "负责低功耗方案高并发场景的优化与稳定性保障；",
   "编写boot 启动流程的开发文档；",
   "主导通信模组的技术选型与难点攻坚；",
   "建设传感器驱动的监控与告警体系；",
   "参与量产固件的驱动调试；"
  ],
  "required_skills": [
   "驱动开发",
   "RTOS",
   "嵌入式开发",
   "C",
   "C++"
  ],
  "preferred_skills": [
   "边缘计算",
   "MQTT",
   "AI辅助编程",
   "边缘推理"
  ],
  "scenarios": [
   "智能制造",
   "安防"
  ]
 },
 "T00067": {
  "job_title": "嵌入式工程师",
  "responsibilities": [
   "主导boot 启动流程的技术选型与难点攻坚；",
   "优化传感器驱动的功耗与稳定性；",
   "完成通信模组的板级联调与测试；",
   "参与主控固件从0到1的搭建与持续迭代；"
  ],
  "required_skills": [
   "嵌入式开发",
   "C++",
   "C",
   "单片机",
   "RTOS"
  ],
  "preferred_skills": [
   "STM32",
   "Linux"
  ],
  "scenarios": [
   "安防",
   "出行"
  ]
 },
 "T00068": {
  "job_title": "嵌入式工程师",
  "responsibilities": [
   "编写通信模组的开发文档；",
   "负责传感器驱动的架构演进与技术债治理；",
   "与产品、测试团队协作，推动量产固件高质量落地；",
   "负责主控固件的固件开发；"
  ],
  "required_skills": [
   "嵌入式开发",
   "C++",
   "RTOS",
   "C",
   "驱动开发"
  ],
  "preferred_skills": [
   "边缘计算",
   "MQTT",
   "AI辅助编程",
   "边缘推理"
  ],
  "scenarios": [
   "出行",
   "智能制造"
  ]
 },
 "T00069": {
  "job_title": "嵌入式工程师",
  "responsibilities": [
   "探索AI工具在主控固件中的应用与提效；",
   "参与通信模组的驱动调试；",
   "推动boot 启动流程的自动化与工程效率提升；",
   "负责量产固件高并发场景的优化与稳定性保障；",
   "建设低功耗方案的监控与告警体系；"
  ],
  "required_skills": [
   "RTOS",
   "C++",
   "C",
   "驱动开发",
   "嵌入式开发"
  ],
  "preferred_skills": [
   "MQTT",
   "AI辅助编程",
   "边缘推理"
  ],
  "scenarios": [
   "出行",
   "智能制造"
  ]
 },
 "T00070": {
  "job_title": "嵌入式工程师",
  "responsibilities": [
   "完成boot 启动流程的板级联调与测试；",
   "负责量产固件的架构演进与技术债治理；",
   "沉淀低功耗方案的通用组件与最佳实践；",
   "推动传感器驱动的自动化与工程效率提升；",
   "编写通信模组的开发文档；"
  ],
  "required_skills": [
   "C",
   "C++",
   "嵌入式开发",
   "驱动开发",
   "RTOS"
  ],
  "preferred_skills": [
   "MQTT",
   "AI辅助编程",
   "边缘推理"
  ],
  "scenarios": [
   "智能制造",
   "出行"
  ]
 },
 "T00071": {
  "job_title": "嵌入式工程师",
  "responsibilities": [
   "推动传感器驱动的自动化与工程效率提升；",
   "探索AI工具在低功耗方案中的应用与提效；",
   "负责boot 启动流程高并发场景的优化与稳定性保障；",
   "参与通信模组从0到1的搭建与持续迭代；"
  ],
  "required_skills": [
   "驱动开发",
   "RTOS",
   "C",
   "嵌入式开发",
   "C++"
  ],
  "preferred_skills": [
   "边缘计算",
   "MQTT",
   "AI辅助编程",
   "边缘推理"
  ],
  "scenarios": [
   "安防",
   "出行"
  ]
 },
 "T00072": {
  "job_title": "嵌入式工程师",
  "responsibilities": [
   "沉淀通信模组的通用组件与最佳实践；",
   "建设传感器驱动的监控与告警体系；",
   "参与主控固件的驱动调试；"
  ],
  "required_skills": [
   "驱动开发",
   "RTOS",
   "嵌入式开发",
   "C++",
   "C"
  ],
  "preferred_skills": [
   "MQTT",
   "AI辅助编程",
   "边缘推理"
  ],
  "scenarios": [
   "安防",
   "智能制造"
  ]
 },
 "T00073": {
  "job_title": "物联网工程师",
  "responsibilities": [
   "参与设备影子的平台联调；",
   "沉淀传感网络的通用组件与最佳实践；",
   "搭建边缘节点的数据采集链路；",
   "参与网关从0到1的搭建与持续迭代；"
  ],
  "required_skills": [
   "边缘计算",
   "MQTT",
   "传感器",
   "物联网平台",
   "Python"
  ],
  "preferred_skills": [
   "嵌入式开发",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "安防",
   "智能制造"
  ]
 },
 "T00074": {
  "job_title": "物联网工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动设备接入高质量落地；",
   "参与传感网络的平台联调；",
   "引入大模型能力改造远程升级的现有流程；"
  ],
  "required_skills": [
   "Python",
   "物联网平台",
   "MQTT",
   "边缘计算"
  ],
  "preferred_skills": [
   "嵌入式开发",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "智能制造",
   "物流"
  ]
 },
 "T00075": {
  "job_title": "物联网工程师",
  "responsibilities": [
   "参与边缘节点从0到1的搭建与持续迭代；",
   "优化远程升级的通信稳定性；",
   "负责传感网络的架构演进与技术债治理；",
   "探索AI工具在设备影子中的应用与提效；"
  ],
  "required_skills": [
   "边缘计算",
   "Python",
   "传感器",
   "MQTT",
   "物联网平台"
  ],
  "preferred_skills": [
   "嵌入式开发",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "智能制造",
   "安防"
  ]
 },
 "T00076": {
  "job_title": "物联网工程师",
  "responsibilities": [
   "建设远程升级的监控与告警体系；",
   "负责设备影子的接入方案设计；",
   "负责设备接入的架构演进与技术债治理；"
  ],
  "required_skills": [
   "MQTT",
   "Python",
   "边缘计算",
   "传感器",
   "物联网平台"
  ],
  "preferred_skills": [
   "云计算",
   "嵌入式开发",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "智能制造",
   "物流"
  ]
 },
 "T00077": {
  "job_title": "物联网工程师",
  "responsibilities": [
   "参与网关的平台联调；",
   "开发远程升级的设备管理功能；",
   "负责设备接入高并发场景的优化与稳定性保障；",
   "参与传感网络从0到1的搭建与持续迭代；",
   "探索AI工具在边缘节点中的应用与提效；",
   "建设设备影子的监控与告警体系；"
  ],
  "required_skills": [
   "Python",
   "物联网平台",
   "MQTT",
   "传感器",
   "边缘计算"
  ],
  "preferred_skills": [
   "嵌入式开发",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "智能制造",
   "物流"
  ]
 },
 "T00078": {
  "job_title": "物联网工程师",
  "responsibilities": [
   "参与设备接入从0到1的搭建与持续迭代；",
   "与产品、测试团队协作，推动设备影子高质量落地；",
   "优化边缘节点的通信稳定性；"
  ],
  "required_skills": [
   "MQTT",
   "物联网平台",
   "传感器",
   "单片机",
   "C"
  ],
  "preferred_skills": [
   "LoRa",
   "STM32",
   "Zigbee"
  ],
  "scenarios": [
   "安防",
   "智能制造"
  ]
 },
 "T00079": {
  "job_title": "物联网工程师",
  "responsibilities": [
   "沉淀设备接入的通用组件与最佳实践；",
   "引入大模型能力改造网关的现有流程；",
   "优化边缘节点的通信稳定性；",
   "负责设备影子高并发场景的优化与稳定性保障；",
   "探索AI工具在远程升级中的应用与提效；"
  ],
  "required_skills": [
   "MQTT",
   "传感器",
   "Python",
   "边缘计算"
  ],
  "preferred_skills": [
   "云计算",
   "嵌入式开发",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "智能制造",
   "安防"
  ]
 },
 "T00080": {
  "job_title": "物联网工程师",
  "responsibilities": [
   "推动边缘节点的自动化与工程效率提升；",
   "主导设备接入的技术选型与难点攻坚；",
   "沉淀传感网络的通用组件与最佳实践；",
   "负责设备影子的接入方案设计；"
  ],
  "required_skills": [
   "传感器",
   "边缘计算",
   "Python",
   "物联网平台",
   "MQTT"
  ],
  "preferred_skills": [
   "LoRa",
   "云计算",
   "嵌入式开发"
  ],
  "scenarios": [
   "物流",
   "智能制造"
  ]
 },
 "T00081": {
  "job_title": "NLP工程师",
  "responsibilities": [
   "参与搜索相关性的语料建设；",
   "探索AI工具在舆情分析中的应用与提效；",
   "推动问答系统的自动化与工程效率提升；",
   "参与智能客服从0到1的搭建与持续迭代；",
   "负责信息抽取的算法研发；"
  ],
  "required_skills": [
   "PyTorch",
   "深度学习",
   "NLP",
   "大模型应用开发"
  ],
  "preferred_skills": [
   "模型微调",
   "RAG",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "政务"
  ]
 },
 "T00082": {
  "job_title": "NLP工程师",
  "responsibilities": [
   "引入大模型能力改造智能客服的现有流程；",
   "跟进信息抽取的前沿技术；",
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   "PyTorch"
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   "安防"
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   "推动视频结构化的自动化与工程效率提升；",
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   "沉淀视频结构化的通用组件与最佳实践；",
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  "required_skills": [
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   "Docker",
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  "preferred_skills": [
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   "金融"
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   "主导可观测体系的技术选型与难点攻坚；",
   "建设容器平台的监控与告警体系；",
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  ],
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   "政务"
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   "负责智能审核的规划与落地；",
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   "负责智能问答产品的架构演进与技术债治理；"
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   "主导智能审核的技术选型与难点攻坚；",
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   "金融"
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   "负责知识库产品高并发场景的优化与稳定性保障；",
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  "required_skills": [
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   "数据分析",
   "需求分析"
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  "preferred_skills": [
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   "RAG"
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   "教育"
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  "job_title": "AI产品经理",
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   "负责智能问答产品的规划与落地；",
   "主导AI 助手的技术选型与难点攻坚；",
   "沉淀智能化应用的通用组件与最佳实践；",
   "负责智能审核的架构演进与技术债治理；",
   "调研AI 创作工具的行业动态；"
  ],
  "required_skills": [
   "数据分析",
   "需求分析",
   "产品设计",
   "大模型应用开发",
   "AI产品"
  ],
  "preferred_skills": [
   "提示词工程",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "金融",
   "医疗"
  ]
 },
 "T00110": {
  "job_title": "AI产品经理",
  "responsibilities": [
   "探索AI工具在智能问答产品中的应用与提效；",
   "与产品、测试团队协作，推动AI 创作工具高质量落地；",
   "负责AI 助手高并发场景的优化与稳定性保障；",
   "推动智能审核的自动化与工程效率提升；",
   "主导智能化应用的技术选型与难点攻坚；",
   "沉淀知识库产品的通用组件与最佳实践；"
  ],
  "required_skills": [
   "产品设计",
   "数据分析",
   "大模型应用开发",
   "AI产品",
   "需求分析"
  ],
  "preferred_skills": [
   "A/B测试",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "教育",
   "金融"
  ]
 },
 "T00111": {
  "job_title": "AI产品经理",
  "responsibilities": [
   "探索AI工具在AI 助手中的应用与提效；",
   "与产品、测试团队协作，推动智能审核高质量落地；",
   "调研智能问答产品的行业动态；",
   "负责AI 创作工具的架构演进与技术债治理；"
  ],
  "required_skills": [
   "AI产品",
   "大模型应用开发",
   "产品设计",
   "数据分析",
   "需求分析"
  ],
  "preferred_skills": [
   "提示词工程",
   "A/B测试",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "教育",
   "金融"
  ]
 },
 "T00112": {
  "job_title": "AI产品经理",
  "responsibilities": [
   "主导智能问答产品的技术选型与难点攻坚；",
   "参与智能审核从0到1的搭建与持续迭代；",
   "负责智能化应用高并发场景的优化与稳定性保障；",
   "探索AI工具在知识库产品中的应用与提效；",
   "负责AI 助手的规划与落地；"
  ],
  "required_skills": [
   "数据分析",
   "需求分析",
   "AI产品",
   "产品设计",
   "大模型应用开发"
  ],
  "preferred_skills": [
   "提示词工程",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "医疗",
   "教育"
  ]
 },
 "T00113": {
  "job_title": "Go开发工程师",
  "responsibilities": [
   "主导消息管道的技术选型与难点攻坚；",
   "推动后端服务的代码评审与质量改进；",
   "与产品、测试团队协作，推动用户中心高质量落地；",
   "负责订单中心高并发场景的优化与稳定性保障；",
   "引入大模型能力改造权限平台的现有流程；"
  ],
  "required_skills": [
   "gRPC",
   "Redis",
   "微服务",
   "Kubernetes",
   "Go"
  ],
  "preferred_skills": [
   "Prometheus",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "金融",
   "游戏"
  ]
 },
 "T00114": {
  "job_title": "Go开发工程师",
  "responsibilities": [
   "负责订单中心的架构演进与技术债治理；",
   "推动权限平台的自动化与工程效率提升；",
   "参与消息管道的性能优化与重构；",
   "建设核心业务系统的监控与告警体系；"
  ],
  "required_skills": [
   "微服务",
   "gRPC",
   "Redis",
   "Go"
  ],
  "preferred_skills": [
   "高并发",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "金融",
   "社交"
  ]
 },
 "T00115": {
  "job_title": "Go开发工程师",
  "responsibilities": [
   "探索AI工具在交易网关中的应用与提效；",
   "承担后端服务的线上问题排查与修复；",
   "引入大模型能力改造权限平台的现有流程；",
   "推动消息管道的代码评审与质量改进；"
  ],
  "required_skills": [
   "gRPC",
   "Go",
   "Kubernetes",
   "Redis",
   "微服务"
  ],
  "preferred_skills": [
   "Prometheus",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "社交",
   "金融"
  ]
 },
 "T00116": {
  "job_title": "Go开发工程师",
  "responsibilities": [
   "编写后端服务的技术文档与接口文档；",
   "负责用户中心的架构演进与技术债治理；",
   "参与缓存体系的性能优化与重构；",
   "沉淀核心业务系统的通用组件与最佳实践；",
   "承担消息管道的线上问题排查与修复；",
   "配合产品团队完成权限平台的需求评审；"
  ],
  "required_skills": [
   "Redis",
   "gRPC",
   "Go",
   "Kubernetes",
   "微服务"
  ],
  "preferred_skills": [
   "Prometheus",
   "Kafka"
  ],
  "scenarios": [
   "游戏",
   "社交"
  ]
 },
 "T00117": {
  "job_title": "Go开发工程师",
  "responsibilities": [
   "负责核心业务系统高并发场景的优化与稳定性保障；",
   "负责后端服务的设计与开发；",
   "引入大模型能力改造权限平台的现有流程；",
   "建设订单中心的监控与告警体系；",
   "沉淀消息管道的通用组件与最佳实践；",
   "主导用户中心的技术选型与难点攻坚；"
  ],
  "required_skills": [
   "Go",
   "微服务",
   "Kubernetes",
   "Redis",
   "gRPC"
  ],
  "preferred_skills": [
   "Prometheus",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "社交",
   "金融"
  ]
 },
 "T00118": {
  "job_title": "Go开发工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动用户中心高质量落地；",
   "建设权限平台的监控与告警体系；",
   "参与订单中心从0到1的搭建与持续迭代；",
   "承担核心业务系统的线上问题排查与修复；"
  ],
  "required_skills": [
   "微服务",
   "Redis",
   "Kubernetes",
   "gRPC",
   "Go"
  ],
  "preferred_skills": [
   "高并发",
   "Prometheus",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "社交",
   "金融"
  ]
 },
 "T00119": {
  "job_title": "Go开发工程师",
  "responsibilities": [
   "推动权限平台的自动化与工程效率提升；",
   "负责订单中心的设计与开发；",
   "负责交易网关的架构演进与技术债治理；",
   "推动核心业务系统的代码评审与质量改进；"
  ],
  "required_skills": [
   "Go",
   "Kubernetes",
   "微服务",
   "gRPC",
   "Redis"
  ],
  "preferred_skills": [
   "Prometheus",
   "高并发",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "游戏",
   "金融"
  ]
 },
 "T00120": {
  "job_title": "Go开发工程师",
  "responsibilities": [
   "推动核心业务系统的自动化与工程效率提升；",
   "编写后端服务的技术文档与接口文档；",
   "沉淀交易网关的通用组件与最佳实践；"
  ],
  "required_skills": [
   "gRPC",
   "Go",
   "Kubernetes",
   "微服务",
   "Redis"
  ],
  "preferred_skills": [
   "Prometheus",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "社交",
   "金融"
  ]
 },
 "T00121": {
  "job_title": "大模型应用工程师",
  "responsibilities": [
   "建设代码助手的评测体系；",
   "跟进企业知识库的生态工具；",
   "推动智能助手的自动化与工程效率提升；",
   "负责多轮对话的应用开发与落地；"
  ],
  "required_skills": [
   "大模型应用开发",
   "Python",
   "NLP",
   "LangChain",
   "提示词工程"
  ],
  "preferred_skills": [
   "RAG",
   "向量数据库",
   "模型微调"
  ],
  "scenarios": [
   "金融",
   "教育"
  ]
 },
 "T00122": {
  "job_title": "大模型应用工程师",
  "responsibilities": [
   "推动智能助手的自动化与工程效率提升；",
   "跟进企业知识库的生态工具；",
   "负责代码助手的应用开发与落地；",
   "设计多轮对话的提示词与流程编排；",
   "主导智能审核的技术选型与难点攻坚；"
  ],
  "required_skills": [
   "Python",
   "大模型应用开发",
   "提示词工程",
   "LangChain",
   "NLP"
  ],
  "preferred_skills": [
   "RAG",
   "模型微调"
  ],
  "scenarios": [
   "金融",
   "医疗"
  ]
 },
 "T00123": {
  "job_title": "大模型应用工程师",
  "responsibilities": [
   "引入大模型能力改造多轮对话的现有流程；",
   "参与Agent 应用从0到1的搭建与持续迭代；",
   "建设智能审核的监控与告警体系；",
   "推动代码助手的自动化与工程效率提升；",
   "负责企业知识库高并发场景的优化与稳定性保障；",
   "负责智能助手的架构演进与技术债治理；"
  ],
  "required_skills": [
   "大模型应用开发",
   "提示词工程",
   "LangChain",
   "Python"
  ],
  "preferred_skills": [
   "向量数据库",
   "模型微调"
  ],
  "scenarios": [
   "教育",
   "金融"
  ]
 },
 "T00124": {
  "job_title": "大模型应用工程师",
  "responsibilities": [
   "负责智能审核高并发场景的优化与稳定性保障；",
   "负责智能助手的架构演进与技术债治理；",
   "探索AI工具在企业知识库中的应用与提效；",
   "推动Agent 应用的自动化与工程效率提升；",
   "建设多轮对话的监控与告警体系；",
   "参与代码助手从0到1的搭建与持续迭代；"
  ],
  "required_skills": [
   "大模型应用开发",
   "LangChain",
   "Python",
   "NLP",
   "提示词工程"
  ],
  "preferred_skills": [
   "向量数据库",
   "RAG"
  ],
  "scenarios": [
   "教育",
   "金融"
  ]
 },
 "T00125": {
  "job_title": "大模型应用工程师",
  "responsibilities": [
   "建设代码助手的评测体系；",
   "优化智能助手的推理成本与延迟；",
   "与产品、测试团队协作，推动智能审核高质量落地；",
   "跟进Agent 应用的生态工具；",
   "主导多轮对话的技术选型与难点攻坚；"
  ],
  "required_skills": [
   "LangChain",
   "NLP",
   "大模型应用开发",
   "提示词工程",
   "Python"
  ],
  "preferred_skills": [
   "模型微调",
   "RAG"
  ],
  "scenarios": [
   "教育",
   "金融"
  ]
 },
 "T00126": {
  "job_title": "大模型应用工程师",
  "responsibilities": [
   "建设Agent 应用的监控与告警体系；",
   "沉淀企业知识库的通用组件与最佳实践；",
   "探索AI工具在多轮对话中的应用与提效；",
   "负责智能审核的应用开发与落地；"
  ],
  "required_skills": [
   "LangChain",
   "NLP",
   "Python",
   "大模型应用开发",
   "提示词工程"
  ],
  "preferred_skills": [
   "向量数据库",
   "模型微调"
  ],
  "scenarios": [
   "医疗",
   "金融"
  ]
 },
 "T00127": {
  "job_title": "大模型应用工程师",
  "responsibilities": [
   "引入大模型能力改造企业知识库的现有流程；",
   "沉淀智能审核的通用组件与最佳实践；",
   "跟进智能助手的生态工具；",
   "建设Agent 应用的评测体系；"
  ],
  "required_skills": [
   "提示词工程",
   "NLP",
   "大模型应用开发",
   "LangChain"
  ],
  "preferred_skills": [
   "模型微调",
   "RAG"
  ],
  "scenarios": [
   "医疗",
   "教育"
  ]
 },
 "T00128": {
  "job_title": "大模型应用工程师",
  "responsibilities": [
   "跟进智能审核的生态工具；",
   "引入大模型能力改造代码助手的现有流程；",
   "推动Agent 应用的自动化与工程效率提升；",
   "主导企业知识库的技术选型与难点攻坚；",
   "沉淀多轮对话的通用组件与最佳实践；",
   "建设智能助手的监控与告警体系；"
  ],
  "required_skills": [
   "Python",
   "大模型应用开发",
   "提示词工程",
   "NLP",
   "LangChain"
  ],
  "preferred_skills": [
   "RAG",
   "向量数据库"
  ],
  "scenarios": [
   "金融",
   "教育"
  ]
 },
 "T00129": {
  "job_title": "RAG工程师",
  "responsibilities": [
   "优化文档问答的召回与重排；",
   "评估企业知识库的问答质量；",
   "建设知识中台的知识库加工流水线；",
   "参与智能客服从0到1的搭建与持续迭代；",
   "引入大模型能力改造混合检索的现有流程；",
   "负责语义检索的检索链路搭建；"
  ],
  "required_skills": [
   "LangChain",
   "向量数据库",
   "Python",
   "大模型应用开发",
   "RAG"
  ],
  "preferred_skills": [
   "Elasticsearch",
   "模型微调",
   "知识图谱"
  ],
  "scenarios": [
   "政务",
   "教育"
  ]
 },
 "T00130": {
  "job_title": "RAG工程师",
  "responsibilities": [
   "负责企业知识库的架构演进与技术债治理；",
   "引入大模型能力改造混合检索的现有流程；",
   "参与语义检索从0到1的搭建与持续迭代；"
  ],
  "required_skills": [
   "向量数据库",
   "大模型应用开发",
   "LangChain",
   "Python",
   "RAG"
  ],
  "preferred_skills": [
   "知识图谱",
   "Elasticsearch",
   "模型微调"
  ],
  "scenarios": [
   "政务",
   "教育"
  ]
 },
 "T00131": {
  "job_title": "RAG工程师",
  "responsibilities": [
   "负责语义检索高并发场景的优化与稳定性保障；",
   "与产品、测试团队协作，推动混合检索高质量落地；",
   "推动企业知识库的自动化与工程效率提升；"
  ],
  "required_skills": [
   "向量数据库",
   "RAG",
   "大模型应用开发",
   "Python",
   "LangChain"
  ],
  "preferred_skills": [
   "模型微调",
   "Elasticsearch"
  ],
  "scenarios": [
   "金融",
   "政务"
  ]
 },
 "T00132": {
  "job_title": "RAG工程师",
  "responsibilities": [
   "引入大模型能力改造混合检索的现有流程；",
   "负责语义检索的检索链路搭建；",
   "优化企业知识库的召回与重排；",
   "建设文档问答的知识库加工流水线；"
  ],
  "required_skills": [
   "大模型应用开发",
   "向量数据库",
   "RAG",
   "Python",
   "LangChain"
  ],
  "preferred_skills": [
   "模型微调",
   "Elasticsearch"
  ],
  "scenarios": [
   "政务",
   "教育"
  ]
 },
 "T00133": {
  "job_title": "RAG工程师",
  "responsibilities": [
   "负责知识中台的检索链路搭建；",
   "引入大模型能力改造智能客服的现有流程；",
   "跟进语义检索的新范式；",
   "评估混合检索的问答质量；"
  ],
  "required_skills": [
   "Python",
   "大模型应用开发",
   "LangChain",
   "向量数据库",
   "RAG"
  ],
  "preferred_skills": [
   "知识图谱",
   "模型微调"
  ],
  "scenarios": [
   "教育",
   "政务"
  ]
 },
 "T00134": {
  "job_title": "RAG工程师",
  "responsibilities": [
   "参与文档问答从0到1的搭建与持续迭代；",
   "负责智能客服的架构演进与技术债治理；",
   "跟进语义检索的新范式；",
   "建设知识中台的监控与告警体系；",
   "引入大模型能力改造混合检索的现有流程；"
  ],
  "required_skills": [
   "向量数据库",
   "RAG",
   "LangChain",
   "大模型应用开发",
   "Python"
  ],
  "preferred_skills": [
   "模型微调",
   "Elasticsearch"
  ],
  "scenarios": [
   "金融",
   "教育"
  ]
 },
 "T00135": {
  "job_title": "RAG工程师",
  "responsibilities": [
   "引入大模型能力改造智能客服的现有流程；",
   "评估企业知识库的问答质量；",
   "参与知识中台从0到1的搭建与持续迭代；",
   "建设混合检索的监控与告警体系；",
   "跟进文档问答的新范式；"
  ],
  "required_skills": [
   "Python",
   "大模型应用开发",
   "RAG",
   "向量数据库",
   "LangChain"
  ],
  "preferred_skills": [
   "Elasticsearch",
   "知识图谱"
  ],
  "scenarios": [
   "金融",
   "政务"
  ]
 },
 "T00136": {
  "job_title": "RAG工程师",
  "responsibilities": [
   "探索AI工具在文档问答中的应用与提效；",
   "负责混合检索高并发场景的优化与稳定性保障；",
   "推动企业知识库的自动化与工程效率提升；",
   "跟进语义检索的新范式；"
  ],
  "required_skills": [
   "大模型应用开发",
   "向量数据库",
   "LangChain",
   "Python"
  ],
  "preferred_skills": [
   "模型微调",
   "知识图谱"
  ],
  "scenarios": [
   "金融",
   "教育"
  ]
 },
 "T00137": {
  "job_title": "提示词工程师",
  "responsibilities": [
   "主导教学辅导的技术选型与难点攻坚；",
   "编写营销文案生成的最佳实践文档；",
   "负责智能客服话术的架构演进与技术债治理；",
   "沉淀商品描述的提示词模板库；"
  ],
  "required_skills": [
   "数据分析",
   "大模型应用开发",
   "Python",
   "提示词工程"
  ],
  "preferred_skills": [
   "RAG",
   "AI产品"
  ],
  "scenarios": [
   "广告",
   "教育"
  ]
 },
 "T00138": {
  "job_title": "提示词工程师",
  "responsibilities": [
   "主导营销文案生成的技术选型与难点攻坚；",
   "负责智能客服话术的提示词设计；",
   "评估教学辅导的输出质量；",
   "与业务团队共创内容创作的使用范式；",
   "引入大模型能力改造对话流程的现有流程；"
  ],
  "required_skills": [
   "数据分析",
   "提示词工程",
   "大模型应用开发",
   "Python"
  ],
  "preferred_skills": [
   "LangChain",
   "AI产品",
   "RAG"
  ],
  "scenarios": [
   "广告",
   "电商"
  ]
 },
 "T00139": {
  "job_title": "提示词工程师",
  "responsibilities": [
   "评估商品描述的输出质量；",
   "与产品、测试团队协作，推动对话流程高质量落地；",
   "参与教学辅导从0到1的搭建与持续迭代；",
   "推动智能客服话术的自动化与工程效率提升；"
  ],
  "required_skills": [
   "数据分析",
   "Python",
   "提示词工程",
   "大模型应用开发"
  ],
  "preferred_skills": [
   "AI产品",
   "LangChain"
  ],
  "scenarios": [
   "教育",
   "广告"
  ]
 },
 "T00140": {
  "job_title": "提示词工程师",
  "responsibilities": [
   "建设商品描述的监控与告警体系；",
   "参与对话流程从0到1的搭建与持续迭代；",
   "引入大模型能力改造内容创作的现有流程；",
   "编写营销文案生成的最佳实践文档；"
  ],
  "required_skills": [
   "大模型应用开发",
   "数据分析",
   "提示词工程",
   "Python"
  ],
  "preferred_skills": [
   "LangChain",
   "AI产品",
   "RAG"
  ],
  "scenarios": [
   "教育",
   "电商"
  ]
 },
 "T00141": {
  "job_title": "提示词工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动营销文案生成高质量落地；",
   "参与教学辅导从0到1的搭建与持续迭代；",
   "建设内容创作的监控与告警体系；",
   "与业务团队共创商品描述的使用范式；",
   "评估智能客服话术的输出质量；"
  ],
  "required_skills": [
   "数据分析",
   "Python",
   "大模型应用开发",
   "提示词工程"
  ],
  "preferred_skills": [
   "LangChain",
   "AI产品",
   "RAG"
  ],
  "scenarios": [
   "广告",
   "教育"
  ]
 },
 "T00142": {
  "job_title": "提示词工程师",
  "responsibilities": [
   "负责对话流程的架构演进与技术债治理；",
   "沉淀智能客服话术的提示词模板库；",
   "与业务团队共创内容创作的使用范式；",
   "探索AI工具在教学辅导中的应用与提效；",
   "与产品、测试团队协作，推动营销文案生成高质量落地；"
  ],
  "required_skills": [
   "Python",
   "大模型应用开发",
   "提示词工程",
   "数据分析"
  ],
  "preferred_skills": [
   "LangChain",
   "RAG"
  ],
  "scenarios": [
   "广告",
   "教育"
  ]
 },
 "T00143": {
  "job_title": "提示词工程师",
  "responsibilities": [
   "负责营销文案生成的提示词设计；",
   "主导商品描述的技术选型与难点攻坚；",
   "与产品、测试团队协作，推动内容创作高质量落地；",
   "评估对话流程的输出质量；",
   "沉淀智能客服话术的提示词模板库；"
  ],
  "required_skills": [
   "数据分析",
   "Python",
   "提示词工程",
   "大模型应用开发"
  ],
  "preferred_skills": [
   "AI产品",
   "LangChain"
  ],
  "scenarios": [
   "电商",
   "教育"
  ]
 },
 "T00144": {
  "job_title": "提示词工程师",
  "responsibilities": [
   "推动营销文案生成的自动化与工程效率提升；",
   "引入大模型能力改造智能客服话术的现有流程；",
   "负责教学辅导的提示词设计；",
   "与产品、测试团队协作，推动对话流程高质量落地；"
  ],
  "required_skills": [
   "Python",
   "数据分析",
   "大模型应用开发",
   "提示词工程"
  ],
  "preferred_skills": [
   "LangChain",
   "RAG",
   "AI产品"
  ],
  "scenarios": [
   "电商",
   "教育"
  ]
 },
 "T00145": {
  "job_title": "大数据开发工程师",
  "responsibilities": [
   "沉淀实时数仓的通用组件与最佳实践；",
   "负责离线数仓的离线计算任务开发；",
   "负责用户行为日志的架构演进与技术债治理；"
  ],
  "required_skills": [
   "SQL",
   "Spark",
   "Flink",
   "Hive"
  ],
  "preferred_skills": [
   "湖仓一体",
   "Doris",
   "ClickHouse",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "短视频",
   "金融"
  ]
 },
 "T00146": {
  "job_title": "大数据开发工程师",
  "responsibilities": [
   "负责数据集市的架构演进与技术债治理；",
   "参与离线数仓从0到1的搭建与持续迭代；",
   "建设交易数据的监控与告警体系；",
   "引入大模型能力改造实时数仓的现有流程；"
  ],
  "required_skills": [
   "SQL",
   "Flink",
   "Spark"
  ],
  "preferred_skills": [
   "Doris",
   "ClickHouse",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "短视频"
  ]
 },
 "T00147": {
  "job_title": "大数据开发工程师",
  "responsibilities": [
   "推动离线数仓的自动化与工程效率提升；",
   "负责交易数据高并发场景的优化与稳定性保障；",
   "探索AI工具在流量数据中的应用与提效；",
   "与产品、测试团队协作，推动数据集市高质量落地；",
   "参与用户行为日志的数据模型设计；"
  ],
  "required_skills": [
   "Spark",
   "SQL",
   "Flink",
   "Kafka"
  ],
  "preferred_skills": [
   "湖仓一体",
   "Doris",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00148": {
  "job_title": "大数据开发工程师",
  "responsibilities": [
   "探索AI工具在交易数据中的应用与提效；",
   "主导用户行为日志的技术选型与难点攻坚；",
   "搭建数据集市的实时计算链路；",
   "优化流量数据的任务性能与资源消耗；"
  ],
  "required_skills": [
   "SQL",
   "Spark",
   "Hive",
   "Kafka"
  ],
  "preferred_skills": [
   "Doris",
   "ClickHouse",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "电商"
  ]
 },
 "T00149": {
  "job_title": "机器学习工程师",
  "responsibilities": [
   "沉淀用户分层的通用组件与最佳实践；",
   "主导召回策略的技术选型与难点攻坚；",
   "建设异常检测的样本与特征流水线；",
   "优化销量预测的推理性能与资源占用；",
   "负责搜索排序的特征工程与模型训练；"
  ],
  "required_skills": [
   "深度学习",
   "PyTorch",
   "Python"
  ],
  "preferred_skills": [
   "LightGBM",
   "大模型应用开发",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00150": {
  "job_title": "机器学习工程师",
  "responsibilities": [
   "建设风控模型的样本与特征流水线；",
   "负责用户分层的架构演进与技术债治理；",
   "优化异常检测的推理性能与资源占用；",
   "沉淀搜索排序的通用组件与最佳实践；",
   "参与销量预测从0到1的搭建与持续迭代；",
   "引入大模型能力改造召回策略的现有流程；"
  ],
  "required_skills": [
   "Python",
   "PyTorch",
   "机器学习",
   "深度学习"
  ],
  "preferred_skills": [
   "LightGBM",
   "大模型应用开发",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "电商",
   "金融"
  ]
 },
 "T00151": {
  "job_title": "机器学习工程师",
  "responsibilities": [
   "优化异常检测的推理性能与资源占用；",
   "参与销量预测的离线评估与线上实验；",
   "参与召回策略从0到1的搭建与持续迭代；",
   "引入大模型能力改造风控模型的现有流程；",
   "跟进用户分层的算法迭代与复盘；",
   "建设搜索排序的监控与告警体系；"
  ],
  "required_skills": [
   "Python",
   "深度学习",
   "机器学习",
   "PyTorch"
  ],
  "preferred_skills": [
   "大模型应用开发",
   "模型微调",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "广告",
   "金融"
  ]
 },
 "T00152": {
  "job_title": "机器学习工程师",
  "responsibilities": [
   "负责异常检测高并发场景的优化与稳定性保障；",
   "跟进召回策略的算法迭代与复盘；",
   "建设用户分层的监控与告警体系；",
   "负责风控模型的特征工程与模型训练；",
   "建设销量预测的样本与特征流水线；"
  ],
  "required_skills": [
   "深度学习",
   "机器学习",
   "Python",
   "PyTorch"
  ],
  "preferred_skills": [
   "LightGBM",
   "大模型应用开发",
   "AI辅助编程",
   "RAG"
  ],
  "scenarios": [
   "电商",
   "广告"
  ]
 },
 "T00153": {
  "job_title": "智能机器人算法工程师",
  "responsibilities": [
   "优化运动规划的实时性与鲁棒性；",
   "主导避障策略的技术选型与难点攻坚；",
   "负责定位导航的算法研发与调优；",
   "建设SLAM 建图的监控与告警体系；",
   "沉淀机械臂控制的通用组件与最佳实践；"
  ],
  "required_skills": [
   "SLAM",
   "ROS",
   "C++",
   "Python",
   "路径规划"
  ],
  "preferred_skills": [
   "深度学习",
   "强化学习",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "智能制造",
   "物流"
  ]
 },
 "T00154": {
  "job_title": "智能机器人算法工程师",
  "responsibilities": [
   "参与SLAM 建图的仿真验证与实机部署；",
   "建设定位导航的数据闭环与评测体系；",
   "参与机械臂控制从0到1的搭建与持续迭代；",
   "跟进运动规划的前沿方案并落地；",
   "主导多传感器融合的技术选型与难点攻坚；"
  ],
  "required_skills": [
   "C++",
   "Python",
   "SLAM",
   "ROS",
   "路径规划"
  ],
  "preferred_skills": [
   "深度学习",
   "强化学习",
   "OpenCV"
  ],
  "scenarios": [
   "出行",
   "物流"
  ]
 },
 "T00155": {
  "job_title": "智能机器人算法工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动SLAM 建图高质量落地；",
   "参与运动规划的仿真验证与实机部署；",
   "建设避障策略的数据闭环与评测体系；",
   "推动多传感器融合的自动化与工程效率提升；"
  ],
  "required_skills": [
   "C++",
   "ROS",
   "路径规划",
   "SLAM",
   "Python"
  ],
  "preferred_skills": [
   "深度学习",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "出行",
   "智能制造"
  ]
 },
 "T00156": {
  "job_title": "智能机器人算法工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动避障策略高质量落地；",
   "主导机械臂控制的技术选型与难点攻坚；",
   "参与运动规划的仿真验证与实机部署；",
   "优化SLAM 建图的实时性与鲁棒性；",
   "沉淀定位导航的通用组件与最佳实践；"
  ],
  "required_skills": [
   "Python",
   "路径规划",
   "C++",
   "ROS",
   "SLAM"
  ],
  "preferred_skills": [
   "强化学习",
   "OpenCV"
  ],
  "scenarios": [
   "物流",
   "出行"
  ]
 },
 "T00157": {
  "job_title": "数据治理工程师",
  "responsibilities": [
   "沉淀数据资产的通用组件与最佳实践；",
   "引入大模型能力改造敏感数据的现有流程；",
   "负责质量规则高并发场景的优化与稳定性保障；",
   "组织数据目录的盘点与确权工作；",
   "制定主数据的分级分类与脱敏策略；"
  ],
  "required_skills": [
   "元数据管理",
   "数据脱敏",
   "数据治理",
   "SQL",
   "Python"
  ],
  "preferred_skills": [
   "Spark",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "政务",
   "医疗"
  ]
 },
 "T00158": {
  "job_title": "数据治理工程师",
  "responsibilities": [
   "推进质量规则的质量监控与整改；",
   "沉淀数据目录的通用组件与最佳实践；",
   "引入大模型能力改造敏感数据的现有流程；",
   "组织主数据的盘点与确权工作；",
   "建设数据资产的监控与告警体系；",
   "建设指标口径的元数据与血缘体系；"
  ],
  "required_skills": [
   "元数据管理",
   "数据治理",
   "Python",
   "数据脱敏",
   "SQL"
  ],
  "preferred_skills": [
   "Spark",
   "数据血缘",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "政务",
   "医疗"
  ]
 },
 "T00159": {
  "job_title": "数据治理工程师",
  "responsibilities": [
   "负责质量规则的架构演进与技术债治理；",
   "引入大模型能力改造指标口径的现有流程；",
   "与产品、测试团队协作，推动主数据高质量落地；",
   "探索AI工具在数据资产中的应用与提效；"
  ],
  "required_skills": [
   "Python",
   "数据脱敏",
   "数据治理",
   "元数据管理",
   "SQL"
  ],
  "preferred_skills": [
   "数据血缘",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "医疗"
  ]
 },
 "T00160": {
  "job_title": "数据治理工程师",
  "responsibilities": [
   "建设数据资产的元数据与血缘体系；",
   "组织敏感数据的盘点与确权工作；",
   "探索AI工具在主数据中的应用与提效；"
  ],
  "required_skills": [
   "元数据管理",
   "Python",
   "数据治理",
   "SQL",
   "数据脱敏"
  ],
  "preferred_skills": [
   "数据血缘",
   "Spark",
   "Hive",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "政务"
  ]
 },
 "T00161": {
  "job_title": "边缘计算工程师",
  "responsibilities": [
   "负责边云协同的架构演进与技术债治理；",
   "主导边缘节点的技术选型与难点攻坚；",
   "建设边缘网关的云边协同链路；",
   "探索AI工具在视频分析中的应用与提效；",
   "沉淀设备接入的通用组件与最佳实践；"
  ],
  "required_skills": [
   "MQTT",
   "Docker",
   "Python",
   "边缘计算",
   "Linux"
  ],
  "preferred_skills": [
   "TensorRT",
   "边缘推理",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "智能制造",
   "物流"
  ]
 },
 "T00162": {
  "job_title": "边缘计算工程师",
  "responsibilities": [
   "沉淀边云协同的通用组件与最佳实践；",
   "与产品、测试团队协作，推动边缘网关高质量落地；",
   "负责视频分析高并发场景的优化与稳定性保障；",
   "优化边缘节点的资源占用与稳定性；"
  ],
  "required_skills": [
   "Linux",
   "Docker",
   "Python",
   "MQTT"
  ],
  "preferred_skills": [
   "边缘推理",
   "TensorRT",
   "AI辅助编程",
   "大模型应用开发"
  ],
  "scenarios": [
   "智能制造",
   "安防"
  ]
 },
 "T00163": {
  "job_title": "边缘计算工程师",
  "responsibilities": [
   "与产品、测试团队协作，推动边缘网关高质量落地；",
   "参与边缘节点的模型压缩与推理加速；",
   "主导端侧推理的技术选型与难点攻坚；",
   "负责视频分析的架构演进与技术债治理；",
   "负责边云协同高并发场景的优化与稳定性保障；"
  ],
  "required_skills": [
   "Python",
   "Linux",
   "Docker",
   "MQTT",
   "边缘计算"
  ],
  "preferred_skills": [
   "KubeEdge",
   "边缘推理"
  ],
  "scenarios": [
   "物流",
   "安防"
  ]
 },
 "T00164": {
  "job_title": "边缘计算工程师",
  "responsibilities": [
   "参与端侧推理的模型压缩与推理加速；",
   "建设设备接入的监控与告警体系；",
   "沉淀边缘节点的通用组件与最佳实践；",
   "主导视频分析的技术选型与难点攻坚；",
   "建设边缘网关的云边协同链路；"
  ],
  "required_skills": [
   "边缘计算",
   "Python",
   "Docker",
   "Linux"
  ],
  "preferred_skills": [
   "TensorRT",
   "边缘推理"
  ],
  "scenarios": [
   "物流",
   "智能制造"
  ]
 },
 "T00165": {
  "job_title": "物联网安全工程师",
  "responsibilities": [
   "建设密钥体系的入侵检测与响应体系；",
   "跟踪设备网络的漏洞情报与处置；",
   "探索AI工具在通信协议中的应用与提效；",
   "参与边缘网关从0到1的搭建与持续迭代；",
   "负责设备接入的架构演进与技术债治理；",
   "制定固件的接入认证策略；"
  ],
  "required_skills": [
   "零信任",
   "MQTT",
   "Linux",
   "入侵检测",
   "Python"
  ],
  "preferred_skills": [
   "等保合规",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "安防",
   "智能制造"
  ]
 },
 "T00166": {
  "job_title": "物联网安全工程师",
  "responsibilities": [
   "沉淀密钥体系的通用组件与最佳实践；",
   "探索AI工具在边缘网关中的应用与提效；",
   "跟踪设备网络的漏洞情报与处置；",
   "引入大模型能力改造通信协议的现有流程；"
  ],
  "required_skills": [
   "零信任",
   "MQTT",
   "Python",
   "入侵检测"
  ],
  "preferred_skills": [
   "云计算",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "政务",
   "安防"
  ]
 },
 "T00167": {
  "job_title": "物联网安全工程师",
  "responsibilities": [
   "探索AI工具在设备网络中的应用与提效；",
   "跟踪密钥体系的漏洞情报与处置；",
   "参与边缘网关的固件安全审计；",
   "建设通信协议的监控与告警体系；"
  ],
  "required_skills": [
   "Linux",
   "Python",
   "MQTT",
   "零信任"
  ],
  "preferred_skills": [
   "等保合规",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "政务",
   "智能制造"
  ]
 },
 "T00168": {
  "job_title": "物联网安全工程师",
  "responsibilities": [
   "负责固件的安全评估与加固；",
   "跟踪通信协议的漏洞情报与处置；",
   "沉淀设备接入的通用组件与最佳实践；",
   "引入大模型能力改造密钥体系的现有流程；",
   "建设设备网络的入侵检测与响应体系；",
   "负责边缘网关的架构演进与技术债治理；"
  ],
  "required_skills": [
   "入侵检测",
   "Python",
   "零信任",
   "MQTT",
   "Linux"
  ],
  "preferred_skills": [
   "等保合规",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "政务",
   "安防"
  ]
 },
 "T00169": {
  "job_title": "智能系统架构师",
  "responsibilities": [
   "沉淀业务中台的通用组件与最佳实践；",
   "探索AI工具在技术路线中的应用与提效；",
   "推动智能平台的架构演进与落地；"
  ],
  "required_skills": [
   "Kubernetes",
   "高并发",
   "分布式系统",
   "云计算",
   "微服务"
  ],
  "preferred_skills": [
   "边缘计算",
   "物联网平台",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "政务",
   "智能制造"
  ]
 },
 "T00170": {
  "job_title": "智能系统架构师",
  "responsibilities": [
   "主导技术路线的技术选型与评审；",
   "推动多云架构的架构演进与落地；",
   "参与云边端协同从0到1的搭建与持续迭代；",
   "建设智能平台的监控与告警体系；",
   "制定高可用体系的容量与容灾方案；"
  ],
  "required_skills": [
   "Linux",
   "云计算",
   "微服务",
   "分布式系统",
   "高并发"
  ],
  "preferred_skills": [
   "Service Mesh",
   "Docker"
  ],
  "scenarios": [
   "政务",
   "金融"
  ]
 },
 "T00171": {
  "job_title": "智能系统架构师",
  "responsibilities": [
   "参与技术路线从0到1的搭建与持续迭代；",
   "沉淀云边端协同的通用组件与最佳实践；",
   "制定智能平台的容量与容灾方案；",
   "负责业务中台的架构演进与技术债治理；"
  ],
  "required_skills": [
   "高并发",
   "微服务",
   "分布式系统",
   "Kubernetes",
   "云计算"
  ],
  "preferred_skills": [
   "边缘计算",
   "物联网平台",
   "大模型应用开发"
  ],
  "scenarios": [
   "金融",
   "智能制造"
  ]
 },
 "T00172": {
  "job_title": "智能系统架构师",
  "responsibilities": [
   "负责多云架构的架构演进与技术债治理；",
   "建设高可用体系的监控与告警体系；",
   "推动智能平台的自动化与工程效率提升；",
   "负责业务中台高并发场景的优化与稳定性保障；",
   "推动云边端协同的架构演进与落地；"
  ],
  "required_skills": [
   "高并发",
   "微服务",
   "云计算",
   "分布式系统",
   "Kubernetes"
  ],
  "preferred_skills": [
   "物联网平台",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "智能制造",
   "金融"
  ]
 },
 "T00173": {
  "job_title": "隐私计算工程师",
  "responsibilities": [
   "负责多方联合统计的方案设计与实现；",
   "参与联邦建模的性能优化与工程化；",
   "负责数据协作的架构演进与技术债治理；",
   "推动密文计算的自动化与工程效率提升；",
   "探索AI工具在安全求交中的应用与提效；"
  ],
  "required_skills": [
   "多方安全计算",
   "同态加密",
   "联邦学习",
   "机器学习",
   "Python"
  ],
  "preferred_skills": [
   "差分隐私",
   "模型微调",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "医疗",
   "金融"
  ]
 },
 "T00174": {
  "job_title": "隐私计算工程师",
  "responsibilities": [
   "沉淀数据协作的通用组件与最佳实践；",
   "负责安全求交的方案设计与实现；",
   "评估多方联合统计的安全性与合规性；"
  ],
  "required_skills": [
   "机器学习",
   "同态加密",
   "Python",
   "联邦学习"
  ],
  "preferred_skills": [
   "模型微调",
   "差分隐私",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "医疗",
   "金融"
  ]
 },
 "T00175": {
  "job_title": "隐私计算工程师",
  "responsibilities": [
   "负责密文计算高并发场景的优化与稳定性保障；",
   "评估多方联合统计的安全性与合规性；",
   "负责隐私保护的架构演进与技术债治理；",
   "主导安全求交的技术选型与难点攻坚；",
   "引入大模型能力改造数据协作的现有流程；",
   "推动联邦建模的自动化与工程效率提升；"
  ],
  "required_skills": [
   "Python",
   "联邦学习",
   "机器学习",
   "多方安全计算",
   "同态加密"
  ],
  "preferred_skills": [
   "模型微调",
   "差分隐私",
   "大模型应用开发",
   "AI辅助编程"
  ],
  "scenarios": [
   "金融",
   "政务"
  ]
 },
 "T00176": {
  "job_title": "隐私计算工程师",
  "responsibilities": [
   "评估联邦建模的安全性与合规性；",
   "负责数据协作高并发场景的优化与稳定性保障；",
   "主导安全求交的技术选型与难点攻坚；",
   "建设隐私保护的协同计算链路；",
   "参与密文计算的性能优化与工程化；"
  ],
  "required_skills": [
   "多方安全计算",
   "联邦学习",
   "机器学习",
   "同态加密",
   "Python"
  ],
  "preferred_skills": [
   "模型微调",
   "差分隐私"
  ],
  "scenarios": [
   "金融",
   "医疗"
  ]
 }
}