[
 {
  "job_title": "Java开发工程师",
  "skills": [
   "Java",
   "Spring Boot",
   "Spring Cloud",
   "Redis",
   "MySQL",
   "AI辅助编程"
  ],
  "years": 5,
  "scenarios": [
   "电商",
   "金融"
  ],
  "expected_match": true
 },
 {
  "job_title": "Java开发工程师",
  "skills": [
   "C",
   "嵌入式开发",
   "单片机",
   "RTOS",
   "STM32"
  ],
  "years": 1,
  "scenarios": [
   "社交",
   "教育"
  ],
  "expected_match": false
 },
 {
  "job_title": "Python开发工程师",
  "skills": [
   "Python",
   "FastAPI",
   "Redis",
   "MySQL",
   "Docker"
  ],
  "years": 5,
  "scenarios": [
   "教育",
   "金融"
  ],
  "expected_match": true
 },
 {
  "job_title": "Python开发工程师",
  "skills": [
   "C",
   "嵌入式开发",
   "单片机",
   "RTOS",
   "STM32"
  ],
  "years": 1,
  "scenarios": [
   "物流",
   "社交"
  ],
  "expected_match": false
 },
 {
  "job_title": "前端工程师",
  "skills": [
   "TypeScript",
   "Vue",
   "React",
   "Vite",
   "AI辅助编程"
  ],
  "years": 5,
  "scenarios": [
   "电商",
   "社交"
  ],
  "expected_match": true
 },
 {
  "job_title": "前端工程师",
  "skills": [
   "C",
   "单片机",
   "Verilog",
   "FPGA",
   "驱动开发"
  ],
  "years": 1,
  "scenarios": [
   "金融",
   "物流"
  ],
  "expected_match": false
 },
 {
  "job_title": "数据工程师",
  "skills": [
   "SQL",
   "Spark",
   "Flink",
   "Kafka",
   "ClickHouse"
  ],
  "years": 5,
  "scenarios": [
   "金融",
   "物流"
  ],
  "expected_match": true
 },
 {
  "job_title": "数据工程师",
  "skills": [
   "Verilog",
   "FPGA",
   "PCB设计",
   "单片机",
   "C"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "社交"
  ],
  "expected_match": false
 },
 {
  "job_title": "算法工程师",
  "skills": [
   "Python",
   "机器学习",
   "深度学习",
   "PyTorch",
   "大模型应用开发"
  ],
  "years": 5,
  "scenarios": [
   "广告",
   "电商"
  ],
  "expected_match": true
 },
 {
  "job_title": "算法工程师",
  "skills": [
   "PCB设计",
   "Verilog",
   "FPGA",
   "Zigbee",
   "LoRa"
  ],
  "years": 1,
  "scenarios": [
   "物流",
   "社交"
  ],
  "expected_match": false
 },
 {
  "job_title": "数据分析师",
  "skills": [
   "SQL",
   "Python",
   "数据分析",
   "数据可视化",
   "Power BI"
  ],
  "years": 4,
  "scenarios": [
   "零售",
   "电商"
  ],
  "expected_match": true
 },
 {
  "job_title": "数据分析师",
  "skills": [
   "Verilog",
   "FPGA",
   "驱动开发",
   "单片机",
   "C"
  ],
  "years": 1,
  "scenarios": [
   "物流",
   "社交"
  ],
  "expected_match": false
 },
 {
  "job_title": "测试开发工程师",
  "skills": [
   "Python",
   "自动化测试",
   "接口测试",
   "性能测试",
   "Pytest"
  ],
  "years": 5,
  "scenarios": [
   "金融",
   "电商"
  ],
  "expected_match": true
 },
 {
  "job_title": "测试开发工程师",
  "skills": [
   "Verilog",
   "FPGA",
   "PCB设计",
   "LoRa",
   "Zigbee"
  ],
  "years": 1,
  "scenarios": [
   "物流",
   "社交"
  ],
  "expected_match": false
 },
 {
  "job_title": "运维工程师（SRE）",
  "skills": [
   "Linux",
   "Kubernetes",
   "Docker",
   "Prometheus",
   "Grafana"
  ],
  "years": 5,
  "scenarios": [
   "金融",
   "游戏"
  ],
  "expected_match": true
 },
 {
  "job_title": "运维工程师（SRE）",
  "skills": [
   "Verilog",
   "FPGA",
   "PCB设计",
   "传感器",
   "Zigbee"
  ],
  "years": 1,
  "scenarios": [
   "物流",
   "社交"
  ],
  "expected_match": false
 },
 {
  "job_title": "嵌入式工程师",
  "skills": [
   "C",
   "C++",
   "嵌入式开发",
   "RTOS",
   "STM32"
  ],
  "years": 5,
  "scenarios": [
   "智能制造",
   "安防"
  ],
  "expected_match": true
 },
 {
  "job_title": "嵌入式工程师",
  "skills": [
   "Excel",
   "SPSS",
   "Axure",
   "竞品分析",
   "用户增长"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "金融"
  ],
  "expected_match": false
 },
 {
  "job_title": "物联网工程师",
  "skills": [
   "MQTT",
   "物联网平台",
   "边缘计算",
   "Python",
   "LoRa"
  ],
  "years": 5,
  "scenarios": [
   "智能制造",
   "物流"
  ],
  "expected_match": true
 },
 {
  "job_title": "物联网工程师",
  "skills": [
   "Excel",
   "SPSS",
   "Axure",
   "竞品分析",
   "用户增长"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "金融"
  ],
  "expected_match": false
 },
 {
  "job_title": "NLP工程师",
  "skills": [
   "Python",
   "NLP",
   "深度学习",
   "PyTorch",
   "模型微调"
  ],
  "years": 5,
  "scenarios": [
   "教育",
   "政务"
  ],
  "expected_match": true
 },
 {
  "job_title": "NLP工程师",
  "skills": [
   "PCB设计",
   "Verilog",
   "FPGA",
   "Zigbee",
   "LoRa"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "物流"
  ],
  "expected_match": false
 },
 {
  "job_title": "CV工程师",
  "skills": [
   "Python",
   "计算机视觉",
   "深度学习",
   "PyTorch",
   "模型微调"
  ],
  "years": 5,
  "scenarios": [
   "安防",
   "智能制造"
  ],
  "expected_match": true
 },
 {
  "job_title": "CV工程师",
  "skills": [
   "PCB设计",
   "Verilog",
   "FPGA",
   "Zigbee",
   "LoRa"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "金融"
  ],
  "expected_match": false
 },
 {
  "job_title": "云原生工程师",
  "skills": [
   "Kubernetes",
   "Docker",
   "微服务",
   "CI/CD",
   "Service Mesh"
  ],
  "years": 5,
  "scenarios": [
   "金融",
   "政务"
  ],
  "expected_match": true
 },
 {
  "job_title": "云原生工程师",
  "skills": [
   "Verilog",
   "FPGA",
   "PCB设计",
   "单片机",
   "传感器"
  ],
  "years": 1,
  "scenarios": [
   "物流",
   "社交"
  ],
  "expected_match": false
 },
 {
  "job_title": "AI产品经理",
  "skills": [
   "AI产品",
   "需求分析",
   "大模型应用开发",
   "产品设计",
   "提示词工程"
  ],
  "years": 5,
  "scenarios": [
   "教育",
   "金融"
  ],
  "expected_match": true
 },
 {
  "job_title": "AI产品经理",
  "skills": [
   "Verilog",
   "FPGA",
   "驱动开发",
   "单片机",
   "C"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "物流"
  ],
  "expected_match": false
 },
 {
  "job_title": "Go开发工程师",
  "skills": [
   "Go",
   "微服务",
   "gRPC",
   "Redis",
   "Kafka"
  ],
  "years": 5,
  "scenarios": [
   "游戏",
   "社交"
  ],
  "expected_match": true
 },
 {
  "job_title": "Go开发工程师",
  "skills": [
   "C",
   "嵌入式开发",
   "单片机",
   "RTOS",
   "STM32"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "物流"
  ],
  "expected_match": false
 },
 {
  "job_title": "大数据开发工程师",
  "skills": [
   "SQL",
   "Spark",
   "Flink",
   "Kafka",
   "ClickHouse"
  ],
  "years": 5,
  "scenarios": [
   "电商",
   "金融"
  ],
  "expected_match": true
 },
 {
  "job_title": "大数据开发工程师",
  "skills": [
   "Verilog",
   "FPGA",
   "PCB设计",
   "单片机",
   "C"
  ],
  "years": 1,
  "scenarios": [
   "物流",
   "社交"
  ],
  "expected_match": false
 },
 {
  "job_title": "机器学习工程师",
  "skills": [
   "Python",
   "机器学习",
   "深度学习",
   "PyTorch",
   "模型微调"
  ],
  "years": 5,
  "scenarios": [
   "金融",
   "电商"
  ],
  "expected_match": true
 },
 {
  "job_title": "机器学习工程师",
  "skills": [
   "PCB设计",
   "Verilog",
   "FPGA",
   "Zigbee",
   "LoRa"
  ],
  "years": 1,
  "scenarios": [
   "物流",
   "社交"
  ],
  "expected_match": false
 },
 {
  "job_title": "智能机器人算法工程师",
  "skills": [
   "C++",
   "Python",
   "ROS",
   "SLAM",
   "深度学习"
  ],
  "years": 5,
  "scenarios": [
   "智能制造",
   "物流"
  ],
  "expected_match": true
 },
 {
  "job_title": "智能机器人算法工程师",
  "skills": [
   "PCB设计",
   "Verilog",
   "FPGA",
   "Zigbee",
   "LoRa"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "金融"
  ],
  "expected_match": false
 },
 {
  "job_title": "数据治理工程师",
  "skills": [
   "SQL",
   "数据治理",
   "元数据管理",
   "数据脱敏",
   "数据血缘"
  ],
  "years": 5,
  "scenarios": [
   "金融",
   "政务"
  ],
  "expected_match": true
 },
 {
  "job_title": "数据治理工程师",
  "skills": [
   "Verilog",
   "FPGA",
   "PCB设计",
   "单片机",
   "C"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "物流"
  ],
  "expected_match": false
 },
 {
  "job_title": "边缘计算工程师",
  "skills": [
   "Python",
   "边缘计算",
   "Docker",
   "Linux",
   "边缘推理"
  ],
  "years": 5,
  "scenarios": [
   "智能制造",
   "安防"
  ],
  "expected_match": true
 },
 {
  "job_title": "边缘计算工程师",
  "skills": [
   "Excel",
   "SPSS",
   "Axure",
   "竞品分析",
   "用户增长"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "金融"
  ],
  "expected_match": false
 },
 {
  "job_title": "物联网安全工程师",
  "skills": [
   "Linux",
   "Python",
   "入侵检测",
   "零信任",
   "等保合规"
  ],
  "years": 5,
  "scenarios": [
   "智能制造",
   "安防"
  ],
  "expected_match": true
 },
 {
  "job_title": "物联网安全工程师",
  "skills": [
   "Excel",
   "SPSS",
   "Axure",
   "竞品分析",
   "用户增长"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "金融"
  ],
  "expected_match": false
 },
 {
  "job_title": "智能系统架构师",
  "skills": [
   "分布式系统",
   "微服务",
   "Kubernetes",
   "云计算",
   "Service Mesh"
  ],
  "years": 7,
  "scenarios": [
   "金融",
   "政务"
  ],
  "expected_match": true
 },
 {
  "job_title": "智能系统架构师",
  "skills": [
   "Verilog",
   "FPGA",
   "PCB设计",
   "单片机",
   "传感器"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "物流"
  ],
  "expected_match": false
 },
 {
  "job_title": "隐私计算工程师",
  "skills": [
   "Python",
   "机器学习",
   "联邦学习",
   "同态加密",
   "差分隐私"
  ],
  "years": 6,
  "scenarios": [
   "金融",
   "政务"
  ],
  "expected_match": true
 },
 {
  "job_title": "隐私计算工程师",
  "skills": [
   "PCB设计",
   "Verilog",
   "FPGA",
   "Zigbee",
   "LoRa"
  ],
  "years": 1,
  "scenarios": [
   "电商",
   "物流"
  ],
  "expected_match": false
 },
 {
  "job_title": "前端工程师",
  "skills": [
   "TypeScript",
   "Vue",
   "React",
   "AI辅助编程",
   "微前端"
  ],
  "years": 4,
  "scenarios": [
   "电商",
   "社交"
  ],
  "expected_match": true
 },
 {
  "job_title": "数据分析师",
  "skills": [
   "SQL",
   "Python",
   "数据分析",
   "Power BI",
   "Tableau"
  ],
  "years": 3,
  "scenarios": [
   "零售",
   "电商"
  ],
  "expected_match": true
 },
 {
  "job_title": "运维工程师（SRE）",
  "skills": [
   "Linux",
   "Kubernetes",
   "Docker",
   "Grafana",
   "Terraform"
  ],
  "years": 4,
  "scenarios": [
   "金融",
   "游戏"
  ],
  "expected_match": true
 },
 {
  "job_title": "前端工程师",
  "skills": [
   "JavaScript",
   "TypeScript",
   "HTML",
   "CSS",
   "Vue",
   "React",
   "Vite",
   "Webpack",
   "Node.js",
   "小程序开发",
   "低代码平台",
   "AI辅助编程"
  ],
  "years": 4,
  "scenarios": [
   "电商",
   "社交"
  ],
  "expected_match": true
 },
 {
  "job_title": "数据分析师",
  "skills": [
   "SQL",
   "Excel",
   "数据分析",
   "数据可视化",
   "Tableau",
   "Python",
   "Power BI",
   "SPSS"
  ],
  "years": 2,
  "scenarios": [
   "零售",
   "电商"
  ],
  "expected_match": true
 },
 {
  "job_title": "数据分析师",
  "skills": [
   "Struts",
   "JSP",
   "Servlet",
   "Svn",
   "Tomcat",
   "jQuery",
   "WebLogic"
  ],
  "years": 8,
  "scenarios": [
   "政务",
   "安防"
  ],
  "expected_match": false
 }
]