交叉验证
#6
余
余波
学历-经验时间线
gap_years
8
timeline_ok
否
graduation_year
2008
years_experience
10
estimated_work_start
2016
expected_graduation_start
2030
技能-项目一致性
得分
57
声称技能 (25)
C
C++
Python
Lua
Node.js
MySQL
SQLServer
MongoDB
SQLite
BOOST
POCO
STL
ACE+TAO
QT
MFC
OpenCV
Linux
Windows
HIS系统集成
医保结算对接
UART
SPI
I2C
WebRTC
UWB
噪声技能 (7)
系统架构设计
数据库设计
概要设计
详细设计
需求分析
通信协议设计
核心模块开发
项目中验证 (11)
iBeacon
微信支付API
WiFi
UWB
WebRTC
FreeRadius
C++
DW1000
STM32
QT
C
仅在摘要中 (8)
C
C++
Python
Lua
Node.js
QT
Linux
Windows
无证据 (15)
MySQL
SQLServer
MongoDB
SQLite
BOOST
POCO
STL
ACE+TAO
MFC
OpenCV
HIS系统集成
医保结算对接
UART
SPI
I2C
矛盾/可疑信号
skill_noise
medium
技能列表含 7 个非技能词汇: ['系统架构设计', '数据库设计', '概要设计', '详细设计', '需求分析', '通信协议设计', '核心模块开发']
建议：regex 解析噪声，建议 LLM 二次解析
skill_project_gap
high
25/33 个声称技能在项目和摘要中均无体现: ['MySQL', 'SQLServer', 'MongoDB', 'SQLite', 'BOOST', 'POCO', 'STL', 'ACE+TAO']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2008年，经验10.0年，推算开始工作年份与预期毕业年份偏差8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": 6,
"mysql_resume_id": 14,
"screening_id": 6,
"skill_project_consistency": {
"noisy_skills": [
"系统架构设计",
"数据库设计",
"概要设计",
"详细设计",
"需求分析",
"通信协议设计",
"核心模块开发"
],
"claimed_skills": [
"C",
"C++",
"Python",
"Lua",
"Node.js",
"MySQL",
"SQLServer",
"MongoDB",
"SQLite",
"BOOST",
"POCO",
"STL",
"ACE+TAO",
"QT",
"MFC",
"OpenCV",
"Linux",
"Windows",
"HIS系统集成",
"医保结算对接",
"UART",
"SPI",
"I2C",
"WebRTC",
"UWB"
],
"consistency_score": 57,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"Lua",
"Node.js",
"QT",
"Linux",
"Windows"
],
"skills_without_evidence": [
"MySQL",
"SQLServer",
"MongoDB",
"SQLite",
"BOOST",
"POCO",
"STL",
"ACE+TAO",
"MFC",
"OpenCV",
"HIS系统集成",
"医保结算对接",
"UART",
"SPI",
"I2C"
],
"skills_verified_in_projects": [
"iBeacon",
"微信支付API",
"WiFi",
"UWB",
"WebRTC",
"FreeRadius",
"C++",
"DW1000",
"STM32",
"QT",
"C"
]
},
"education_timeline": {
"gap_years": 8,
"timeline_ok": false,
"graduation_year": 2008,
"years_experience": 10,
"estimated_work_start": 2016,
"expected_graduation_start": 2030
},
"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": 42,
"flags": [
{
"type": "skill_noise",
"detail": "技能列表含 7 个非技能词汇: ['系统架构设计', '数据库设计', '概要设计', '详细设计', '需求分析', '通信协议设计', '核心模块开发']",
"severity": "medium",
"suggested_check": "regex 解析噪声，建议 LLM 二次解析"
},
{
"type": "skill_project_gap",
"detail": "25\/33 个声称技能在项目和摘要中均无体现: ['MySQL', 'SQLServer', 'MongoDB', 'SQLite', 'BOOST', 'POCO', 'STL', 'ACE+TAO']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2008年，经验10.0年，推算开始工作年份与预期毕业年份偏差8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": 14,
"resource_id": 14,
"source_text_sha256": "3edf5861713abb3bd72b02ce122f4438bc079121b396ac3d1e0ca88a1e2a6d0d",
"candidate_name": "余波",
"age": 43,
"phone": "18151110866",
"email": "yubobarye@sohu.com",
"wechat": "",
"location": "江苏 苏州-吴中区",
"highest_degree": "硕士",
"school": "武汉科技大学",
"major": "计算机软件",
"graduation_year": 2008,
"years_experience": 10,
"current_company": "未来健康医疗科技（苏州）有限公司",
"current_title": "技术经理",
"skills_json": [
"C",
"C++",
"Python",
"Lua",
"Node.js",
"MySQL",
"SQLServer",
"MongoDB",
"SQLite",
"BOOST",
"POCO",
"STL",
"ACE+TAO",
"QT",
"MFC",
"OpenCV",
"Linux",
"Windows",
"系统架构设计",
"数据库设计",
"概要设计",
"详细设计",
"需求分析",
"通信协议设计",
"核心模块开发",
"HIS系统集成",
"医保结算对接",
"UART",
"SPI",
"I2C",
"WebRTC",
"UWB",
"TWR",
"STM32",
"DW1000",
"FreeRadius",
"WiFi",
"iBeacon",
"微信支付API",
"支付宝API"
],
"summary": "余波，硕士学历，武汉科技大学计算机软件专业，2008年毕业。具备10年以上工作经验，经历软件开发、开发经理、系统架构师、技术经理等岗位，涉及医疗设备、语音芯片、机器人、智能定位支付、通信北向接口等领域。熟悉C\/C++、Python、Lua、Node.js、数据库、QT、Linux\/Windows、系统架构设计、通信协议设计和项目管理，持有PMP证书。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/c75db19a765650dd_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/c75db19a765650dd_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-26T02:09:51.000000Z",
"updated_at": "2026-06-27T14:01:11.000000Z",
"deleted_at": null
},
"screening": {
"id": 6,
"mysql_resume_id": 14,
"candidate_name": "余波",
"age": 43,
"highest_degree": "硕士",
"school": "武汉科技大学",
"years_experience": 10,
"location": "江苏 苏州-吴中区",
"current_company": "未来健康医疗科技（苏州）有限公司",
"skills": [
"C",
"C++",
"Python",
"Lua",
"Node.js",
"MySQL",
"SQLServer",
"MongoDB",
"SQLite",
"BOOST",
"POCO",
"STL",
"ACE+TAO",
"QT",
"MFC",
"OpenCV",
"Linux",
"Windows",
"HIS系统集成",
"医保结算对接",
"UART",
"SPI",
"I2C",
"WebRTC",
"UWB"
],
"parse_quality_score": 100,
"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10.0年",
"matched": true,
"evidence": "10.0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": true,
"evidence": "命中: opencv",
"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": "pass",
"redline_location": "pass",
"redline_single_day_off": "pending_interview",
"match_score": 36,
"hard_all_pass": false,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_noise",
"detail": "技能列表含 7 个非技能词汇: ['系统架构设计', '数据库设计', '概要设计', '详细设计', '需求分析', '通信协议设计', '核心模块开发']",
"severity": "medium",
"suggested_check": "regex 解析噪声，建议 LLM 二次解析"
},
{
"type": "skill_project_gap",
"detail": "25\/33 个声称技能在项目和摘要中均无体现: ['MySQL', 'SQLServer', 'MongoDB', 'SQLite', 'BOOST', 'POCO', 'STL', 'ACE+TAO']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2008年，经验10.0年，推算开始工作年份与预期毕业年份偏差8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": 8,
"timeline_ok": false,
"graduation_year": 2008,
"years_experience": 10,
"estimated_work_start": 2016,
"expected_graduation_start": 2030
},
"overall_consistency": 42,
"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": 100,
"skill_project_consistency": {
"noisy_skills": [
"系统架构设计",
"数据库设计",
"概要设计",
"详细设计",
"需求分析",
"通信协议设计",
"核心模块开发"
],
"claimed_skills": [
"C",
"C++",
"Python",
"Lua",
"Node.js",
"MySQL",
"SQLServer",
"MongoDB",
"SQLite",
"BOOST",
"POCO",
"STL",
"ACE+TAO",
"QT",
"MFC",
"OpenCV",
"Linux",
"Windows",
"HIS系统集成",
"医保结算对接",
"UART",
"SPI",
"I2C",
"WebRTC",
"UWB"
],
"consistency_score": 57,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"Lua",
"Node.js",
"QT",
"Linux",
"Windows"
],
"skills_without_evidence": [
"MySQL",
"SQLServer",
"MongoDB",
"SQLite",
"BOOST",
"POCO",
"STL",
"ACE+TAO",
"MFC",
"OpenCV",
"HIS系统集成",
"医保结算对接",
"UART",
"SPI",
"I2C"
],
"skills_verified_in_projects": [
"iBeacon",
"微信支付API",
"WiFi",
"UWB",
"WebRTC",
"FreeRadius",
"C++",
"DW1000",
"STM32",
"QT",
"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": "2026-06-28T12:17:38.000000Z"
}
}