交叉验证
#5
?
未命名候选人
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2020
years_experience
6
estimated_work_start
2020
expected_graduation_start
2042
技能-项目一致性
得分
77
声称技能 (22)
C
C++
数据结构
算法
操作系统
计算机网络
TCP
IP
socket网络编程
Windows
Linux
CPRI驱动
设备管理
设备上电自检
设备告警持续监测
设备功能配置
硬件型号功能适配
问题定位定界
网络传输
用户界面
音视频编解码
会议控制
噪声技能 (9)
代码检视
MR
可信工具扫描
需求规划
人力评估
需求分配
进度跟踪
转测计划对齐
问题跟踪及解决
项目中验证 (10)
设备上电自检
音视频编解码
用户界面
硬件型号功能适配
设备功能配置
网络传输
会议控制
CPRI驱动
设备告警持续监测
C
仅在摘要中 (7)
C
C++
TCP
IP
socket网络编程
Windows
Linux
无证据 (7)
数据结构
算法
操作系统
计算机网络
CPRI驱动
设备管理
问题定位定界
矛盾/可疑信号
skill_noise
medium
技能列表含 9 个非技能词汇: ['代码检视', 'MR', '可信工具扫描', '需求规划', '人力评估', '需求分配', '进度跟踪', '转测计划对齐']
建议：regex 解析噪声，建议 LLM 二次解析
timeline_anomaly
medium
毕业2020年，经验6.0年，推算开始工作年份与预期毕业年份偏差0年
建议：核实是否有中断、转行或教育经历不完整
skill_platform_contradiction
high
技能/项目经历中平台技术栈与岗位Linux要求不匹配
建议：需面试确认是否有 Linux 经验
技能水平矛盾
Linux
medium
声称：技能列表中声称
证据：项目经历中没有提及 Linux 相关开发
完整原始数据
{
"id": 5,
"mysql_resume_id": 25,
"screening_id": 5,
"skill_project_consistency": {
"noisy_skills": [
"代码检视",
"MR",
"可信工具扫描",
"需求规划",
"人力评估",
"需求分配",
"进度跟踪",
"转测计划对齐",
"问题跟踪及解决"
],
"claimed_skills": [
"C",
"C++",
"数据结构",
"算法",
"操作系统",
"计算机网络",
"TCP",
"IP",
"socket网络编程",
"Windows",
"Linux",
"CPRI驱动",
"设备管理",
"设备上电自检",
"设备告警持续监测",
"设备功能配置",
"硬件型号功能适配",
"问题定位定界",
"网络传输",
"用户界面",
"音视频编解码",
"会议控制"
],
"consistency_score": 77,
"skills_in_summary_only": [
"C",
"C++",
"TCP",
"IP",
"socket网络编程",
"Windows",
"Linux"
],
"skills_without_evidence": [
"数据结构",
"算法",
"操作系统",
"计算机网络",
"CPRI驱动",
"设备管理",
"问题定位定界"
],
"skills_verified_in_projects": [
"设备上电自检",
"音视频编解码",
"用户界面",
"硬件型号功能适配",
"设备功能配置",
"网络传输",
"会议控制",
"CPRI驱动",
"设备告警持续监测",
"C"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2020,
"years_experience": 6,
"estimated_work_start": 2020,
"expected_graduation_start": 2042
},
"salary_location_check": null,
"skill_level_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"overall_consistency": 77,
"flags": [
{
"type": "skill_noise",
"detail": "技能列表含 9 个非技能词汇: ['代码检视', 'MR', '可信工具扫描', '需求规划', '人力评估', '需求分配', '进度跟踪', '转测计划对齐']",
"severity": "medium",
"suggested_check": "regex 解析噪声，建议 LLM 二次解析"
},
{
"type": "timeline_anomaly",
"detail": "毕业2020年，经验6.0年，推算开始工作年份与预期毕业年份偏差0年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"created_at": "2026-06-28T12:16:11.000000Z",
"resume": {
"id": 25,
"resource_id": 25,
"source_text_sha256": "942be9c4f944be6faac20b1ebf646510adff47190ebce408a9e5baa9013203f6",
"candidate_name": "",
"age": 30,
"phone": "13028316991",
"email": "1228949255@qq.com",
"wechat": "",
"location": "苏州市吴中区",
"highest_degree": "硕士",
"school": "重庆邮电大学",
"major": "信息与通信工程",
"graduation_year": 2020,
"years_experience": 6,
"current_company": "苏州华为研究所——智真终端开发部",
"current_title": "软件开发工程师",
"skills_json": [
"C",
"C++",
"数据结构",
"算法",
"操作系统",
"计算机网络",
"TCP",
"IP",
"socket网络编程",
"Windows",
"Linux",
"CPRI驱动",
"设备管理",
"设备上电自检",
"设备告警持续监测",
"设备功能配置",
"硬件型号功能适配",
"问题定位定界",
"代码检视",
"MR",
"可信工具扫描",
"网络传输",
"用户界面",
"音视频编解码",
"会议控制",
"需求规划",
"人力评估",
"需求分配",
"进度跟踪",
"转测计划对齐",
"问题跟踪及解决"
],
"summary": "候选人位于苏州市吴中区，硕士毕业于重庆邮电大学信息与通信工程专业，本科毕业于安徽财经大学电子信息工程专业。2020年7月至2023年4月在成都华为研究所无线网络产品线任软件开发工程师，参与无线通信设备PRRU研发。2023年5月至今在苏州华为研究所智真终端开发部任软件开发工程师，负责CloudLink相关SDK功能开发、问题闭环及项目软件经理工作。技能包括C、C++、TCP\/IP、socket网络编程、Windows和Linux开发等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/1f524f4eea9b9e25_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/1f524f4eea9b9e25_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-27T15:10:53.000000Z",
"updated_at": "2026-06-27T15:10:53.000000Z",
"deleted_at": null
},
"screening": {
"id": 5,
"mysql_resume_id": 25,
"candidate_name": "(未识别)",
"age": 30,
"highest_degree": "硕士",
"school": "重庆邮电大学",
"years_experience": 6,
"location": "苏州市吴中区",
"current_company": "苏州华为研究所——智真终端开发部",
"skills": [
"C",
"C++",
"数据结构",
"算法",
"操作系统",
"计算机网络",
"TCP",
"IP",
"socket网络编程",
"Windows",
"Linux",
"CPRI驱动",
"设备管理",
"设备上电自检",
"设备告警持续监测",
"设备功能配置",
"硬件型号功能适配",
"问题定位定界",
"网络传输",
"用户界面",
"音视频编解码",
"会议控制"
],
"parse_quality_score": 90,
"parser_version": "resume-parser-v1.1+codex",
"llm_enhanced": true,
"check_education": {
"label": "学历",
"detail": "学历要求≥本科",
"matched": true,
"evidence": "硕士",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际6.0年",
"matched": true,
"evidence": "6.0年",
"severity": "must"
},
"check_core_skill_linux": {
"label": "核心技能",
"detail": "核心技能：精通Linux开发环境",
"matched": false,
"evidence": "命中关键词(1\/5): linux",
"severity": "must"
},
"bonus_arm": {
"label": "加分项",
"detail": "加分项：ARM架构经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_image": {
"label": "加分项",
"detail": "加分项：图像处理\/计算机视觉",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_driver": {
"label": "加分项",
"detail": "加分项：驱动开发经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"redline_education": "pass",
"redline_experience": "pass",
"redline_linux": "weak",
"redline_location": "pass",
"redline_single_day_off": "pending_interview",
"match_score": 46,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_noise",
"detail": "技能列表含 9 个非技能词汇: ['代码检视', 'MR', '可信工具扫描', '需求规划', '人力评估', '需求分配', '进度跟踪', '转测计划对齐']",
"severity": "medium",
"suggested_check": "regex 解析噪声，建议 LLM 二次解析"
},
{
"type": "timeline_anomaly",
"detail": "毕业2020年，经验6.0年，推算开始工作年份与预期毕业年份偏差0年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2020,
"years_experience": 6,
"estimated_work_start": 2020,
"expected_graduation_start": 2042
},
"overall_consistency": 77,
"skill_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [
"代码检视",
"MR",
"可信工具扫描",
"需求规划",
"人力评估",
"需求分配",
"进度跟踪",
"转测计划对齐",
"问题跟踪及解决"
],
"claimed_skills": [
"C",
"C++",
"数据结构",
"算法",
"操作系统",
"计算机网络",
"TCP",
"IP",
"socket网络编程",
"Windows",
"Linux",
"CPRI驱动",
"设备管理",
"设备上电自检",
"设备告警持续监测",
"设备功能配置",
"硬件型号功能适配",
"问题定位定界",
"网络传输",
"用户界面",
"音视频编解码",
"会议控制"
],
"consistency_score": 77,
"skills_in_summary_only": [
"C",
"C++",
"TCP",
"IP",
"socket网络编程",
"Windows",
"Linux"
],
"skills_without_evidence": [
"数据结构",
"算法",
"操作系统",
"计算机网络",
"CPRI驱动",
"设备管理",
"问题定位定界"
],
"skills_verified_in_projects": [
"设备上电自检",
"音视频编解码",
"用户界面",
"硬件型号功能适配",
"设备功能配置",
"网络传输",
"会议控制",
"CPRI驱动",
"设备告警持续监测",
"C"
]
}
},
"screening_verdict": "pending",
"screening_summary": "存在硬性条件不满足或边界情况，需周总决策",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-28T12:16:11.000000Z",
"updated_at": "2026-06-28T12:17:37.000000Z"
}
}