{
 "AW0001": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "HTML",
   "CSS",
   "JavaScript",
   "Vue",
   "Java",
   "Angular",
   "React",
   "Node.js",
   "Webpack"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0002": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0003": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0004": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "数据挖掘"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0005": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "数据挖掘",
   "数据分析",
   "机器学习",
   "Linux",
   "Shell",
   "R",
   "Python",
   "Hadoop",
   "Spark"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0006": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "HTML",
   "JavaScript",
   "CSS",
   "React"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0007": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "MySQL",
   "Kafka",
   "Hadoop",
   "HBase",
   "Spark",
   "ELK",
   "Hive",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0008": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "物流",
   "供应链"
  ]
 },
 "AW0009": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "产品设计",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0010": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "PHP",
   "Go",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0011": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0012": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0013": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "分布式系统",
   "Linux",
   "C",
   "Hadoop",
   "Spark",
   "机器学习"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0014": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "需求分析",
   "SQL",
   "Hive"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0015": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "物联网平台"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0016": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Python",
   "机器学习"
  ],
  "preferred_skills": [],
  "scenarios": [
   "教育"
  ]
 },
 "AW0017": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Docker",
   "云计算",
   "Go",
   "Python",
   "C",
   "Linux",
   "Kubernetes"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0018": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "JavaScript",
   "React",
   "Vue",
   "Webpack",
   "小程序开发",
   "Node.js"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0019": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "SQL",
   "Tableau"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "金融",
   "教育",
   "广告"
  ]
 },
 "AW0020": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "计算机视觉",
   "深度学习"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0021": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0022": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "数据挖掘",
   "需求分析",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0023": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "机器学习",
   "NLP",
   "深度学习",
   "Spark",
   "Flink",
   "Presto",
   "Hadoop"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0024": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0025": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0026": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0027": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "传感器"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0028": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Excel",
   "SPSS",
   "SQL"
  ],
  "preferred_skills": [],
  "scenarios": [
   "物流"
  ]
 },
 "AW0029": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "推荐算法",
   "Java",
   "Scala",
   "Hadoop",
   "Spark",
   "机器学习"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0030": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0031": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "Axure",
   "SQL"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0032": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0033": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0034": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "Java",
   "分布式系统",
   "Spring",
   "MyBatis",
   "Spring Boot",
   "SQL",
   "Oracle",
   "MySQL"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0035": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Excel",
   "SPSS"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "社交"
  ]
 },
 "AW0036": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "社交",
   "广告"
  ]
 },
 "AW0037": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Python",
   "Linux",
   "NLP",
   "知识图谱",
   "数据分析",
   "机器学习",
   "深度学习",
   "Spark",
   "Hadoop",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0038": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Java",
   "PHP",
   "MySQL",
   "JavaScript",
   "HTML",
   "CSS",
   "jQuery",
   "Vue",
   "React",
   "Element UI"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0039": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算",
   "Shell",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0040": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "Shell",
   "MySQL",
   "数据分析",
   "机器学习",
   "深度学习"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0041": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "竞品分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0042": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "NLP",
   "机器学习",
   "数据挖掘",
   "知识图谱",
   "深度学习",
   "TensorFlow",
   "PyTorch",
   "Hive",
   "Hadoop",
   "C",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": [
   "医疗"
  ]
 },
 "AW0043": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "PHP",
   "HTML",
   "MySQL",
   "Redis"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0044": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0045": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "Python",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0046": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "推荐算法",
   "机器学习",
   "数据挖掘",
   "数据分析",
   "Hadoop",
   "Spark"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0047": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "HTML",
   "CSS",
   "JavaScript",
   "React",
   "Webpack"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0048": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0049": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "深度学习",
   "机器学习",
   "强化学习",
   "计算机视觉",
   "C",
   "Linux",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0050": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "嵌入式开发",
   "Linux",
   "RTOS",
   "C",
   "C++",
   "驱动开发"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0051": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "自动化测试",
   "C",
   "Java",
   "Python",
   "机器学习"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0052": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "分布式系统",
   "腾讯云",
   "MySQL",
   "C",
   "Oracle"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0053": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0054": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "用户增长",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0055": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0056": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "项目管理",
   "Linux",
   "MySQL",
   "Oracle",
   "分布式系统",
   "C",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0057": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "广告"
  ]
 },
 "AW0058": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "MySQL",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0059": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "云计算",
   "Linux",
   "Nginx",
   "Shell",
   "Python",
   "MySQL",
   "PostgreSQL",
   "SQL"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0060": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "需求分析",
   "云计算",
   "分布式系统",
   "MySQL",
   "Redis",
   "MongoDB"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0061": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0062": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "JavaScript",
   "HTML",
   "CSS",
   "Vue",
   "Angular",
   "Webpack"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0063": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0064": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0065": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "C",
   "Python",
   "Java",
   "Scala",
   "数据挖掘",
   "NLP",
   "Hadoop",
   "Spark",
   "推荐算法"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "广告"
  ]
 },
 "AW0066": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "微服务",
   "DevOps",
   "C",
   "Go",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0067": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "C",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0068": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0069": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "C",
   "PHP",
   "分布式系统",
   "MySQL"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0070": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "自动化测试",
   "需求分析",
   "Linux",
   "Python",
   "Shell",
   "C",
   "CI/CD"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0071": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0072": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "物流",
   "零售"
  ]
 },
 "AW0073": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0074": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0075": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0076": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "需求分析",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0077": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Java",
   "C",
   "MySQL",
   "SQL",
   "微服务",
   "Docker"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0078": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "需求分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交"
  ]
 },
 "AW0079": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "数据挖掘",
   "Excel",
   "R"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0080": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "Go",
   "Python",
   "Shell",
   "Node.js"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0081": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Shell",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0082": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0083": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "计算机视觉",
   "机器学习",
   "C",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": [
   "零售",
   "安防"
  ]
 },
 "AW0084": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0085": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "推荐算法",
   "Linux",
   "C",
   "机器学习"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0086": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0087": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "计算机视觉",
   "Linux",
   "C",
   "Python",
   "TensorFlow",
   "Keras",
   "PyTorch",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0088": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "性能测试",
   "自动化测试",
   "Linux",
   "Python",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0089": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "接口测试",
   "单元测试",
   "自动化测试",
   "测试用例设计",
   "C",
   "性能测试"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0090": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0091": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "产品设计"
  ],
  "preferred_skills": [],
  "scenarios": [
   "出行"
  ]
 },
 "AW0092": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "高并发",
   "Linux",
   "C",
   "MySQL",
   "Oracle",
   "Redis",
   "SQL",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0093": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0094": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "数据挖掘",
   "Hadoop",
   "Hive",
   "HBase",
   "ZooKeeper",
   "Spark",
   "机器学习",
   "深度学习",
   "强化学习",
   "TensorFlow",
   "云计算",
   "分布式系统",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0095": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0096": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "OCR",
   "计算机视觉",
   "TensorFlow",
   "Keras"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0097": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0098": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0099": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "数据挖掘",
   "数据分析",
   "R",
   "Python",
   "Hive",
   "MySQL",
   "Hadoop",
   "Oracle",
   "Spark",
   "TensorFlow"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0100": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0101": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交"
  ]
 },
 "AW0102": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算",
   "自动化测试",
   "CI/CD",
   "PHP",
   "Python",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0103": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "需求分析",
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0104": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0105": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0106": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "MySQL",
   "SQL",
   "高并发",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0107": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "Linux",
   "C",
   "PHP",
   "MySQL",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0108": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "数据挖掘",
   "深度学习",
   "Python",
   "SQL"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0109": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Python",
   "Linux",
   "MySQL",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0110": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0111": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0112": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "数据分析",
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0113": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0114": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "推荐算法",
   "机器学习",
   "数据挖掘",
   "深度学习",
   "Hadoop",
   "Spark"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0115": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "SQL",
   "C",
   "数据挖掘",
   "Hive",
   "Oracle",
   "MySQL",
   "Excel",
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0116": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "竞品分析",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0117": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Java",
   "C",
   "MySQL",
   "SQL",
   "Kafka",
   "Hadoop",
   "Spark",
   "Flink"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0118": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Shell",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": [
   "短视频"
  ]
 },
 "AW0119": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "产品设计"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0120": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "C",
   "Java",
   "Shell",
   "PHP",
   "Python",
   "自动化测试",
   "Linux",
   "测试用例设计"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0121": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "Axure",
   "数据分析",
   "数据可视化"
  ],
  "preferred_skills": [],
  "scenarios": [
   "医疗"
  ]
 },
 "AW0122": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "用户增长"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交"
  ]
 },
 "AW0123": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "Go",
   "MySQL",
   "Oracle",
   "Redis",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0124": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "高并发",
   "Linux",
   "MySQL",
   "Redis"
  ],
  "preferred_skills": [],
  "scenarios": [
   "教育"
  ]
 },
 "AW0125": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Excel",
   "数据分析",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0126": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "数据分析",
   "C",
   "Python",
   "Java",
   "Hadoop",
   "Spark",
   "深度学习",
   "TensorFlow"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0127": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0128": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "Linux",
   "Hadoop",
   "Spark",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0129": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0130": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "PHP",
   "Python",
   "Shell",
   "MySQL",
   "Redis",
   "JavaScript",
   "HTML",
   "CSS"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0131": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "政务",
   "出行"
  ]
 },
 "AW0132": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "分布式系统",
   "推荐算法",
   "数据挖掘",
   "NLP",
   "深度学习"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融",
   "社交",
   "游戏"
  ]
 },
 "AW0133": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0134": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "云计算",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0135": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Redis",
   "MongoDB"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0136": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Python",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0137": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "推荐算法"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "广告"
  ]
 },
 "AW0138": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "游戏"
  ]
 },
 "AW0139": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Shell",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0140": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0141": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "PHP",
   "C",
   "Node.js",
   "Java",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0142": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "产品设计",
   "数据分析",
   "AIOps",
   "DevOps"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0143": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "PHP",
   "Python",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0144": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "物流"
  ]
 },
 "AW0145": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "竞品分析",
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0146": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Excel",
   "SPSS",
   "R",
   "SQL"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0147": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Linux",
   "C",
   "Python",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0148": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "产品设计"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融",
   "社交"
  ]
 },
 "AW0149": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Python",
   "Java",
   "Django",
   "分布式系统",
   "微服务",
   "DevOps",
   "Jenkins",
   "Redis",
   "RabbitMQ",
   "Docker",
   "Oracle",
   "MySQL",
   "SQL",
   "Shell",
   "Hadoop",
   "Spark",
   "Kafka"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0150": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "数据可视化",
   "SQL",
   "R"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0151": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Shell",
   "PHP",
   "C",
   "MySQL",
   "HTML",
   "JavaScript",
   "CSS"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0152": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "深度学习",
   "机器学习",
   "TensorFlow",
   "XGBoost",
   "PyTorch",
   "Keras"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0153": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "分布式系统",
   "C",
   "Linux",
   "PostgreSQL",
   "SQL",
   "云计算",
   "Oracle",
   "FPGA"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0154": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "NLP",
   "机器学习",
   "C",
   "Scala",
   "Python",
   "数据挖掘",
   "知识图谱",
   "深度学习"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融",
   "零售"
  ]
 },
 "AW0155": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0156": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "NLP",
   "数据挖掘",
   "机器学习",
   "Linux",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0157": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0158": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "推荐算法",
   "Linux",
   "C",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": [
   "短视频"
  ]
 },
 "AW0159": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "PHP",
   "Linux",
   "MySQL",
   "Redis"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0160": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0161": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0162": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0163": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "广告"
  ]
 },
 "AW0164": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0165": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0166": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "JavaScript",
   "CSS",
   "Node.js",
   "Vue"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0167": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "项目管理",
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0168": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Shell",
   "Python",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0169": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "Kubernetes",
   "Docker",
   "CI/CD",
   "Linux",
   "C",
   "Go",
   "Python",
   "PHP",
   "分布式系统",
   "MySQL",
   "MongoDB"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0170": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "Linux",
   "Java",
   "C",
   "PHP",
   "Python",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0171": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0172": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0173": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "数据挖掘",
   "Hadoop",
   "Hive",
   "Spark",
   "Python",
   "Scala",
   "Java",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0174": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "JavaScript",
   "HTML",
   "Node.js",
   "CSS",
   "MySQL",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0175": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Excel",
   "Oracle"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0176": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "数据挖掘"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "广告"
  ]
 },
 "AW0177": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0178": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0179": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Docker",
   "Shell",
   "Python",
   "MySQL",
   "Redis"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0180": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "高并发",
   "Linux",
   "C",
   "MySQL",
   "Oracle",
   "Redis",
   "SQL",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0181": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "数据挖掘",
   "机器学习",
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0182": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "数据挖掘",
   "Linux",
   "C",
   "Python",
   "Java",
   "推荐算法"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0183": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析",
   "SPSS"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0184": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "产品设计",
   "Spring",
   "MyBatis",
   "Dubbo",
   "Redis",
   "MongoDB",
   "分布式系统",
   "高并发"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0185": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "高并发",
   "Linux",
   "C",
   "Go",
   "Redis"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0186": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0187": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "产品设计",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0188": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "Go",
   "Python",
   "Docker",
   "Kubernetes",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0189": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Excel",
   "SQL",
   "SPSS",
   "R",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0190": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Vue",
   "React",
   "Webpack",
   "Node.js",
   "JavaScript",
   "Express"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0191": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0192": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "性能测试",
   "测试用例设计",
   "自动化测试",
   "C",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0193": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "竞品分析",
   "数据分析",
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0194": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "CSS",
   "JavaScript",
   "HTML",
   "jQuery",
   "React",
   "Node.js"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0195": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "零售"
  ]
 },
 "AW0196": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "MySQL",
   "高并发",
   "C",
   "Java",
   "Node.js",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0197": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "云计算",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0198": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "云计算",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0199": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "计算机视觉",
   "机器学习",
   "深度学习",
   "C",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0200": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Shell",
   "Python",
   "Java",
   "C",
   "Nginx",
   "MySQL",
   "Kafka",
   "Docker",
   "CI/CD",
   "Jenkins"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1808": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0905": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1466": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0865": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1533": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "Go",
   "Python",
   "C",
   "Linux",
   "Shell",
   "Kubernetes",
   "Docker"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW1239": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "数据挖掘"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1246": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "自动化测试",
   "C",
   "Java",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW1991": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2149": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "SQL",
   "Java",
   "Oracle"
  ],
  "preferred_skills": [],
  "scenarios": [
   "供应链"
  ]
 },
 "AW2117": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "需求分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW1510": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "小程序开发",
   "C",
   "Python",
   "Shell",
   "HTML",
   "JavaScript",
   "SQL",
   "Nginx",
   "Redis",
   "ZooKeeper",
   "Spark",
   "Kafka"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2033": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1947": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "物流",
   "供应链"
  ]
 },
 "AW0503": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "Hadoop",
   "Spark",
   "分布式系统",
   "C",
   "Java",
   "Scala"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1122": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "推荐算法",
   "分布式系统",
   "C",
   "Linux",
   "高并发",
   "Shell",
   "Python",
   "Redis"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1893": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2092": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "接口测试",
   "Linux",
   "Jenkins",
   "CI/CD"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1057": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "出行"
  ]
 },
 "AW1117": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Linux",
   "高并发"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0775": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "C",
   "项目管理",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2105": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "数据分析",
   "产品设计",
   "项目管理",
   "Excel",
   "SPSS"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0301": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Python",
   "Hadoop",
   "Spark",
   "机器学习",
   "数据挖掘"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告",
   "零售"
  ]
 },
 "AW1502": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "分布式系统",
   "Java",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1773": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "云计算",
   "数据挖掘",
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0735": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "接口测试",
   "单元测试",
   "Linux",
   "自动化测试",
   "测试用例设计",
   "C",
   "性能测试"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0483": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0725": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "数据分析",
   "NLP",
   "数据挖掘",
   "推荐算法",
   "机器学习"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0978": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0808": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "知识图谱"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0320": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW1434": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Java",
   "Linux",
   "Shell",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW1424": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0394": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "Kubernetes",
   "DevOps",
   "C",
   "Go",
   "Java",
   "Python",
   "Scala",
   "Docker",
   "Jenkins",
   "Git",
   "ELK",
   "Prometheus",
   "AWS",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0251": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "推荐算法"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0592": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "MySQL",
   "JavaScript"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0332": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1382": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "RabbitMQ",
   "Kafka",
   "微服务",
   "AWS",
   "Shell",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0730": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "SQL",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1554": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "PHP",
   "C",
   "Python",
   "Java",
   "Linux",
   "Hadoop",
   "Spark"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0269": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "驱动开发",
   "需求分析",
   "产品设计",
   "Axure",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "政务"
  ]
 },
 "AW2024": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "项目管理",
   "Excel",
   "SPSS"
  ],
  "preferred_skills": [],
  "scenarios": [
   "物流",
   "零售"
  ]
 },
 "AW0667": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "AI产品",
   "NLP",
   "HTML",
   "CSS",
   "JavaScript"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0393": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "需求分析",
   "产品设计"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0548": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0395": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "DevOps",
   "C",
   "Java",
   "Shell",
   "Python",
   "CI/CD",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1416": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW2088": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "自动化测试",
   "产品设计",
   "性能测试",
   "Java",
   "Python",
   "C",
   "C++",
   "SQL",
   "MySQL"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1064": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1897": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "产品设计",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "金融",
   "物流",
   "供应链",
   "零售"
  ]
 },
 "AW0717": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2118": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW1979": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0258": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "HTML",
   "CSS",
   "Vue",
   "Webpack",
   "Node.js"
  ],
  "preferred_skills": [],
  "scenarios": [
   "出行"
  ]
 },
 "AW1278": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW1083": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1114": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "深度学习",
   "Python",
   "C",
   "Scala",
   "Linux",
   "Hadoop",
   "Spark",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1827": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "PHP",
   "Python",
   "Shell",
   "MySQL"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0999": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "驱动开发",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2215": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "Python",
   "JavaScript",
   "Shell",
   "Linux",
   "SQL",
   "自动化测试"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0273": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1120": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "分布式系统",
   "Linux",
   "C",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": [
   "安防"
  ]
 },
 "AW0287": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "数据分析",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0762": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Java",
   "Python",
   "HTML",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0323": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW1493": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Python",
   "数据挖掘",
   "Shell",
   "项目管理",
   "数据分析",
   "Docker",
   "RabbitMQ",
   "DevOps"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW1930": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "智能制造"
  ]
 },
 "AW1507": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "JavaScript",
   "CSS",
   "HTML",
   "PHP",
   "Java",
   "Svn",
   "Git",
   "Vue",
   "React"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1521": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算",
   "Java",
   "高并发",
   "分布式系统",
   "Linux",
   "Spring Cloud"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2047": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "数据可视化",
   "SQL",
   "R"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW1027": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "产品设计",
   "Hadoop",
   "Spark",
   "Flink",
   "TensorFlow",
   "Java",
   "Python",
   "Scala",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0365": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "产品设计"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0345": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1252": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0549": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0798": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "MySQL",
   "Redis",
   "SQL",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0339": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2108": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "SPSS",
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0674": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "云计算",
   "分布式系统",
   "MySQL",
   "Redis",
   "MongoDB"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW1483": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "PHP",
   "Python",
   "Go",
   "MySQL",
   "HTML",
   "CSS",
   "JavaScript"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0334": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "需求分析",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "政务"
  ]
 },
 "AW1813": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Java",
   "C",
   "PHP",
   "Linux",
   "MySQL",
   "DevOps"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1173": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "MySQL",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1564": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "数据分析",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2057": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "数据挖掘",
   "Java",
   "Python",
   "Shell",
   "Scala",
   "Hadoop",
   "HDFS",
   "Hive",
   "Kafka",
   "Docker"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2056": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "Python",
   "Scala",
   "Linux",
   "Shell",
   "Hadoop",
   "R",
   "Hive",
   "HBase",
   "SQL",
   "Kafka",
   "Spark",
   "数据挖掘"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1892": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW1809": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "测试用例设计",
   "性能测试",
   "自动化测试",
   "Linux",
   "C",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1154": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1524": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "PHP",
   "Linux",
   "MySQL"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2093": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW1016": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "云计算",
   "自动化测试",
   "语音识别"
  ],
  "preferred_skills": [],
  "scenarios": [
   "零售"
  ]
 },
 "AW2158": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "Hive",
   "SQL",
   "数据挖掘"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1319": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "高并发",
   "MySQL",
   "Redis",
   "分布式系统",
   "SQL",
   "Linux",
   "Shell",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0737": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0530": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "JavaScript",
   "HTML",
   "CSS",
   "Nginx",
   "PHP",
   "小程序开发"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1329": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW1262": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏",
   "短视频"
  ]
 },
 "AW1056": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "PHP",
   "Java",
   "C",
   "MySQL",
   "Redis",
   "SQL",
   "Linux",
   "Shell",
   "Nginx",
   "jQuery",
   "Webpack",
   "Git",
   "Svn"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1123": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "Kafka",
   "Flink",
   "Spark",
   "Java",
   "Python",
   "Scala",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1624": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "Kotlin",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1744": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Java",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0479": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1118": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": [
   "零售",
   "安防"
  ]
 },
 "AW0241": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "数据挖掘",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0351": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "竞品分析",
   "数据分析",
   "产品设计"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融",
   "社交"
  ]
 },
 "AW1403": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "教育",
   "游戏"
  ]
 },
 "AW1882": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "小程序开发"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0205": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "需求分析",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "政务"
  ]
 },
 "AW1678": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Python",
   "Node.js",
   "JavaScript"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0415": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "嵌入式开发",
   "C",
   "FreeRTOS",
   "LoRa",
   "MQTT"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0979": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "SQL",
   "Hive",
   "Python",
   "R",
   "Excel",
   "Tableau",
   "数据可视化",
   "Hadoop",
   "Spark",
   "用户增长"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1639": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0264": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "Hadoop",
   "Hive",
   "Spark",
   "Spring",
   "Linux",
   "Shell",
   "Python",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1602": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1471": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "自动化测试",
   "C",
   "Java",
   "Python",
   "单元测试",
   "DevOps"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1916": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "C++",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1761": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Java",
   "C",
   "Python",
   "Docker",
   "Kubernetes"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0813": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0465": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "Shell",
   "Python",
   "HTML",
   "JavaScript",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1367": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "云计算",
   "Java",
   "Scala",
   "Python",
   "PHP",
   "C",
   "高并发",
   "Hadoop",
   "MySQL",
   "PostgreSQL",
   "分布式系统",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1745": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Oracle",
   "Linux",
   "MySQL"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW1858": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0267": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "需求分析",
   "C",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0870": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Docker",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0863": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "供应链"
  ]
 },
 "AW0312": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0606": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "SQL",
   "R",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2168": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "Kotlin",
   "Git",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1211": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "JavaScript",
   "C",
   "Java",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0550": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1680": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "高并发",
   "Linux",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "游戏"
  ]
 },
 "AW0348": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "产品设计"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW1450": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW1313": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "竞品分析",
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "教育"
  ]
 },
 "AW1778": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1663": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "推荐算法"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1619": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "JavaScript",
   "CSS",
   "HTML",
   "jQuery",
   "Vue",
   "Linux",
   "Node.js",
   "PHP"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0619": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1767": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Excel",
   "SPSS",
   "R",
   "数据挖掘"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "广告"
  ]
 },
 "AW0504": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "计算机视觉",
   "机器学习",
   "深度学习",
   "C",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2041": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "分布式系统",
   "产品设计",
   "Hadoop",
   "Spark",
   "HBase"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1832": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Svn",
   "Git",
   "Linux",
   "Python",
   "Shell",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1473": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "自动化测试",
   "C",
   "Java",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0876": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0855": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Java",
   "Python",
   "Shell",
   "自动化测试"
  ],
  "preferred_skills": [],
  "scenarios": [
   "教育",
   "医疗"
  ]
 },
 "AW1345": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "需求分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0466": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "HTML",
   "Shell",
   "Python",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2026": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1095": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0424": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW1750": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "PHP",
   "HTML",
   "CSS",
   "JavaScript",
   "jQuery",
   "Angular",
   "Linux",
   "MySQL",
   "MongoDB"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0388": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "嵌入式开发"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0772": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "游戏"
  ]
 },
 "AW2005": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "嵌入式开发",
   "深度学习",
   "FPGA",
   "Verilog"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1052": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "高并发",
   "分布式系统",
   "Spark"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0921": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "嵌入式开发"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW2091": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Jenkins",
   "接口测试",
   "自动化测试",
   "Linux",
   "Oracle",
   "MySQL",
   "CI/CD"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW1143": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "SQL"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1713": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Shell",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1238": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "数据挖掘"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0399": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "微服务",
   "需求分析",
   "产品设计",
   "物联网平台"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1182": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0387": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Shell",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0355": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交"
  ]
 },
 "AW1901": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "HTML",
   "JavaScript"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW1595": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2065": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "SQL",
   "Python",
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "物流"
  ]
 },
 "AW2143": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "用户增长",
   "A/B测试",
   "数据分析",
   "SQL",
   "Hadoop",
   "MySQL",
   "Spark",
   "数据挖掘",
   "R",
   "Python",
   "Shell",
   "数据可视化"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "供应链"
  ]
 },
 "AW1105": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "竞品分析",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融",
   "教育",
   "零售"
  ]
 },
 "AW0576": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2090": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "测试用例设计",
   "自动化测试",
   "性能测试",
   "CI/CD",
   "Python",
   "Java",
   "C++",
   "Linux",
   "Shell",
   "TensorFlow"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0864": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0718": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算",
   "Linux",
   "MySQL",
   "Oracle",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "金融",
   "游戏"
  ]
 },
 "AW2031": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "教育",
   "零售"
  ]
 },
 "AW1465": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0281": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "竞品分析",
   "产品设计"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0817": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "Linux",
   "C",
   "Java",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1176": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "金融",
   "游戏",
   "广告"
  ]
 },
 "AW0922": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "HTML",
   "CSS",
   "JavaScript",
   "jQuery"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0595": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Python",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW1869": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0901": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Java",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1645": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "竞品分析",
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1851": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "Kotlin"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1462": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "自动化测试",
   "性能测试",
   "接口测试",
   "C",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1648": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1305": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "用户增长"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融",
   "社交"
  ]
 },
 "AW2192": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "需求分析",
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "零售"
  ]
 },
 "AW0519": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "游戏"
  ]
 },
 "AW0402": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算",
   "Linux",
   "C",
   "Java",
   "TypeScript"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2172": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Kubernetes",
   "Docker",
   "Python",
   "Go",
   "分布式系统",
   "微服务"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1260": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Linux",
   "PHP",
   "Shell",
   "Python",
   "MySQL",
   "Redis",
   "推荐算法"
  ],
  "preferred_skills": [],
  "scenarios": [
   "短视频",
   "广告"
  ]
 },
 "AW0851": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "JavaScript",
   "Vue",
   "React",
   "PHP"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0854": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Java",
   "MySQL",
   "Redis"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2078": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "SQL",
   "数据分析",
   "Spark",
   "HBase",
   "Kafka",
   "Hive"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2066": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "项目管理",
   "数据分析",
   "AI产品"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商"
  ]
 },
 "AW0507": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "XGBoost",
   "机器学习"
  ],
  "preferred_skills": [],
  "scenarios": [
   "零售"
  ]
 },
 "AW0454": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "短视频"
  ]
 },
 "AW1060": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "自动化测试",
   "性能测试",
   "C",
   "Java",
   "Shell",
   "PHP",
   "Python",
   "Linux",
   "测试用例设计"
  ],
  "preferred_skills": [],
  "scenarios": [
   "出行"
  ]
 },
 "AW1846": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1517": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "Go",
   "Python",
   "C",
   "Java",
   "微服务",
   "Docker",
   "Kubernetes",
   "云计算",
   "AWS"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1121": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0704": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1489": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0949": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Nginx",
   "Tomcat",
   "Jenkins",
   "Git",
   "Redis",
   "MySQL",
   "SQL",
   "Linux",
   "Shell",
   "Python",
   "DevOps",
   "云计算",
   "Docker"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0306": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "数据分析",
   "项目管理",
   "Excel",
   "SQL",
   "Tableau"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1567": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "数据可视化",
   "HTML",
   "CSS",
   "jQuery",
   "React",
   "Webpack",
   "Vue",
   "PHP",
   "Node.js",
   "Python",
   "Java",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0635": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW1954": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "项目管理",
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "物流"
  ]
 },
 "AW1672": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "NLP",
   "知识图谱"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0823": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "Scala",
   "C",
   "Python",
   "Hadoop",
   "Spark",
   "HBase",
   "分布式系统",
   "TensorFlow",
   "机器学习"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "广告"
  ]
 },
 "AW0788": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Python",
   "Shell",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW2207": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "单元测试",
   "性能测试",
   "Java",
   "自动化测试"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0749": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "SQL",
   "Python",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0931": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "Python",
   "Shell",
   "SQL",
   "MySQL",
   "Redis",
   "高并发",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1729": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "产品设计"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0589": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "自动化测试",
   "性能测试",
   "Selenium",
   "JMeter",
   "Python",
   "PHP",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0386": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1098": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "云计算",
   "分布式系统",
   "Hadoop",
   "Spark",
   "TensorFlow",
   "AI产品",
   "DevOps",
   "Kubernetes"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2193": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "需求分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "零售"
  ]
 },
 "AW0596": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "Python",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1854": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2205": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0671": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "计算机视觉",
   "深度学习"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0533": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "NLP",
   "语音识别",
   "机器学习",
   "深度学习",
   "TensorFlow",
   "C",
   "Linux",
   "Python",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1657": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1215": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "小程序开发",
   "JavaScript",
   "Python",
   "Java",
   "C",
   "Node.js"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1917": {
  "job_title": "iOS开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "C++",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1127": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "MySQL",
   "MongoDB",
   "HBase",
   "腾讯云",
   "Linux",
   "C",
   "分布式系统",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1464": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "Axure"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1747": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "测试用例设计",
   "自动化测试",
   "Shell",
   "Python",
   "JavaScript"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0341": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1307": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Shell",
   "SQL",
   "Python",
   "JavaScript",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0217": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0842": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "HTML",
   "CSS",
   "JavaScript",
   "React",
   "Vue",
   "jQuery",
   "Webpack"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1594": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW1311": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "教育",
   "广告"
  ]
 },
 "AW1829": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0213": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "高并发",
   "Java",
   "Spring",
   "Linux",
   "分布式系统",
   "微服务",
   "Hadoop",
   "TensorFlow"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0869": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0227": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Docker",
   "CI/CD",
   "自动化测试",
   "C",
   "Java",
   "Python",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW1879": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1932": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "产品设计"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW1748": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "JavaScript",
   "Java",
   "性能测试"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1961": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "电商",
   "金融",
   "医疗",
   "供应链",
   "零售"
  ]
 },
 "AW0577": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "MySQL",
   "SQL",
   "Oracle",
   "PostgreSQL",
   "Redis",
   "Linux",
   "Java",
   "Python",
   "Go",
   "需求分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0353": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "知识图谱",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "短视频"
  ]
 },
 "AW0692": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1538": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2200": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Excel"
  ],
  "preferred_skills": [],
  "scenarios": [
   "物流"
  ]
 },
 "AW0480": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "机器学习",
   "数据挖掘",
   "NLP",
   "深度学习",
   "C",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1615": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "HTML",
   "CSS",
   "JavaScript",
   "Node.js",
   "PHP",
   "Java",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0275": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "Java",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1058": {
  "job_title": "测试开发工程师",
  "responsibilities": [],
  "required_skills": [
   "自动化测试",
   "性能测试",
   "C",
   "Java",
   "Shell",
   "PHP",
   "Python",
   "Linux",
   "测试用例设计"
  ],
  "preferred_skills": [],
  "scenarios": [
   "出行"
  ]
 },
 "AW0925": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0377": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "短视频"
  ]
 },
 "AW0884": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "PHP",
   "JavaScript",
   "Python",
   "C",
   "机器学习"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1175": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW1303": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Shell",
   "Python",
   "PHP",
   "Go",
   "Java",
   "C",
   "Nginx",
   "Docker",
   "Spark",
   "Hadoop"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0754": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "推荐算法",
   "产品设计",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW1224": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "小程序开发",
   "HTML",
   "CSS",
   "JavaScript",
   "jQuery",
   "Node.js",
   "Java",
   "PHP"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0843": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "Go",
   "云计算",
   "AI产品"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0679": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW1710": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "PHP",
   "Shell",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1309": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0996": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0797": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "PHP",
   "Node.js",
   "Java",
   "Python",
   "HTML",
   "CSS",
   "JavaScript",
   "jQuery",
   "MySQL",
   "Redis"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW1525": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "需求分析",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0690": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "C",
   "Java",
   "PHP",
   "Python",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW0510": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "广告"
  ]
 },
 "AW1819": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "Linux",
   "Shell",
   "Python",
   "PHP",
   "Nginx",
   "SQL"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0324": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "PHP",
   "Go",
   "分布式系统"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1556": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "HTML",
   "CSS",
   "JavaScript",
   "jQuery",
   "Webpack",
   "Vue",
   "小程序开发"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1188": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "C"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW1310": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "广告"
  ]
 },
 "AW0874": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "用户增长",
   "机器学习",
   "数据挖掘",
   "SQL",
   "Hive",
   "分布式系统",
   "Python",
   "R",
   "Excel",
   "Tableau",
   "数据可视化",
   "Hadoop",
   "Spark"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1009": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "金融"
  ]
 },
 "AW0703": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Java",
   "Kotlin",
   "Git",
   "Svn"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1014": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "Linux",
   "C",
   "Nginx"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1240": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "数据挖掘"
  ],
  "preferred_skills": [],
  "scenarios": [
   "供应链"
  ]
 },
 "AW1035": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2197": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0994": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "Linux",
   "Oracle",
   "MySQL",
   "MongoDB",
   "Redis",
   "Shell",
   "C",
   "PHP",
   "Python",
   "JavaScript",
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交"
  ]
 },
 "AW0425": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "分布式系统",
   "需求分析",
   "C",
   "Linux"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1515": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "HTML",
   "CSS",
   "JavaScript",
   "Webpack",
   "React",
   "SQL"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1263": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "C",
   "Python",
   "Shell"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "游戏"
  ]
 },
 "AW1390": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "数据分析",
   "竞品分析"
  ],
  "preferred_skills": [],
  "scenarios": [
   "社交",
   "游戏"
  ]
 },
 "AW0751": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "Hadoop",
   "Hive",
   "Spark",
   "Kafka",
   "Flink",
   "Linux",
   "Go",
   "Python",
   "Java",
   "C"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1379": {
  "job_title": "数据开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Spark",
   "分布式系统",
   "数据挖掘",
   "Hadoop",
   "Elasticsearch",
   "Presto",
   "Java",
   "数据分析",
   "Linux",
   "Shell",
   "Python"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW2188": {
  "job_title": "Android开发工程师",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "Java"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1691": {
  "job_title": "后端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "Linux",
   "Go"
  ],
  "preferred_skills": [],
  "scenarios": [
   "游戏"
  ]
 },
 "AW1233": {
  "job_title": "产品经理",
  "responsibilities": [],
  "required_skills": [
   "数据挖掘"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0400": {
  "job_title": "测试工程师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "项目管理",
   "产品设计",
   "竞品分析",
   "云计算"
  ],
  "preferred_skills": [],
  "scenarios": [
   "安防"
  ]
 },
 "AW0590": {
  "job_title": "技术专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW0987": {
  "job_title": "运维工程师",
  "responsibilities": [],
  "required_skills": [
   "需求分析",
   "Java",
   "Spring",
   "Linux",
   "JavaScript",
   "MySQL",
   "SQL"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1948": {
  "job_title": "运营专员",
  "responsibilities": [],
  "required_skills": [
   "项目管理"
  ],
  "preferred_skills": [],
  "scenarios": [
   "供应链"
  ]
 },
 "AW0567": {
  "job_title": "前端开发工程师",
  "responsibilities": [],
  "required_skills": [
   "JavaScript",
   "CSS",
   "HTML",
   "jQuery",
   "Vue",
   "PHP",
   "小程序开发",
   "Python",
   "分布式系统",
   "Hadoop",
   "Hive",
   "Spark",
   "Kafka"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1286": {
  "job_title": "软件开发工程师",
  "responsibilities": [],
  "required_skills": [
   "分布式系统",
   "Java",
   "Go",
   "PHP",
   "Node.js",
   "Express"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1582": {
  "job_title": "数据分析师",
  "responsibilities": [],
  "required_skills": [
   "腾讯云",
   "需求分析",
   "数据分析"
  ],
  "preferred_skills": [],
  "scenarios": []
 },
 "AW1935": {
  "job_title": "算法工程师",
  "responsibilities": [],
  "required_skills": [
   "产品设计",
   "机器学习"
  ],
  "preferred_skills": [],
  "scenarios": []
 }
}