交叉验证
#69
张
张洪瑞
学历-经验时间线
gap_years
42
timeline_ok
否
graduation_year
2026
years_experience
42
estimated_work_start
1984
expected_graduation_start
2048
技能-项目一致性
得分
62
声称技能 (25)
服务器开发
嵌入式应用开发
桌面软件开发
MySQL
索引
事务机制
锁机制
SQL调优
主从复制
读写分离
分库分表
分片策略
操作系统
计算机网络
数据结构
算法
设计模式
C
C++
STL
多线程开发
网络编程
Qt
信号槽机制
QThread
噪声技能 (1)
MVCC
项目中验证 (10)
状态机
信号槽机制
算法
系统联调
嵌入式平台
Qt
数据结构
线程池
Reactor架构
C
仅在摘要中 (10)
服务器开发
嵌入式应用开发
桌面软件开发
MySQL
操作系统
计算机网络
设计模式
C
C++
STL
无证据 (15)
索引
事务机制
锁机制
SQL调优
主从复制
读写分离
分库分表
分片策略
多线程开发
QThread
QNetworkAccessManager
Qt事件循环
Qt界面开发
Reactor架构
MVC架构
矛盾/可疑信号
skill_project_gap
high
16/35 个声称技能在项目和摘要中均无体现: ['索引', '事务机制', '锁机制', 'SQL调优', '主从复制', '读写分离', '分库分表', '分片策略']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2026年，经验42.0年，推算开始工作年份与预期毕业年份偏差42年
建议：核实是否有中断、转行或教育经历不完整
完整原始数据
{
"id": 69,
"mysql_resume_id": 97,
"screening_id": 69,
"skill_project_consistency": {
"noisy_skills": [
"MVCC"
],
"claimed_skills": [
"服务器开发",
"嵌入式应用开发",
"桌面软件开发",
"MySQL",
"索引",
"事务机制",
"锁机制",
"SQL调优",
"主从复制",
"读写分离",
"分库分表",
"分片策略",
"操作系统",
"计算机网络",
"数据结构",
"算法",
"设计模式",
"C",
"C++",
"STL",
"多线程开发",
"网络编程",
"Qt",
"信号槽机制",
"QThread"
],
"consistency_score": 62,
"skills_in_summary_only": [
"服务器开发",
"嵌入式应用开发",
"桌面软件开发",
"MySQL",
"操作系统",
"计算机网络",
"设计模式",
"C",
"C++",
"STL"
],
"skills_without_evidence": [
"索引",
"事务机制",
"锁机制",
"SQL调优",
"主从复制",
"读写分离",
"分库分表",
"分片策略",
"多线程开发",
"QThread",
"QNetworkAccessManager",
"Qt事件循环",
"Qt界面开发",
"Reactor架构",
"MVC架构"
],
"skills_verified_in_projects": [
"状态机",
"信号槽机制",
"算法",
"系统联调",
"嵌入式平台",
"Qt",
"数据结构",
"线程池",
"Reactor架构",
"C"
]
},
"education_timeline": {
"gap_years": 42,
"timeline_ok": false,
"graduation_year": 2026,
"years_experience": 42,
"estimated_work_start": 1984,
"expected_graduation_start": 2048
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 47,
"flags": [
{
"type": "skill_project_gap",
"detail": "16\/35 个声称技能在项目和摘要中均无体现: ['索引', '事务机制', '锁机制', 'SQL调优', '主从复制', '读写分离', '分库分表', '分片策略']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2026年，经验42.0年，推算开始工作年份与预期毕业年份偏差42年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:43.000000Z",
"resume": {
"id": 97,
"resource_id": 97,
"source_text_sha256": "96e69440b64c67a7264e739ca2bf3cdb2684cd18415898e978d9871ad8df0ade",
"candidate_name": "张洪瑞",
"age": null,
"phone": "17765080131",
"email": "1984409507@qq.com",
"wechat": "",
"location": "西安",
"highest_degree": "硕士",
"school": "西北工业大学",
"major": "软件工程",
"graduation_year": 2026,
"years_experience": 42,
"current_company": "",
"current_title": "",
"skills_json": [
"服务器开发",
"嵌入式应用开发",
"桌面软件开发",
"MySQL",
"索引",
"事务机制",
"锁机制",
"MVCC",
"SQL调优",
"主从复制",
"读写分离",
"分库分表",
"分片策略",
"操作系统",
"计算机网络",
"数据结构",
"算法",
"设计模式",
"C",
"C++",
"STL",
"多线程开发",
"网络编程",
"Qt",
"信号槽机制",
"QThread",
"QNetworkAccessManager",
"Qt事件循环",
"Qt界面开发",
"嵌入式平台",
"状态机",
"系统联调",
"Reactor架构",
"线程池",
"MVC架构",
"性能测试"
],
"summary": "张洪瑞，西北工业大学软件工程硕士在读，预计2026年毕业；本科毕业于西北工业大学计算机科学与技术专业。具备服务器开发、嵌入式应用开发、桌面软件开发相关项目经历。熟悉MySQL、操作系统、计算机网络、数据结构、算法和设计模式，掌握C\/C++、STL、多线程、网络编程及Qt开发。项目包括飞控数据采集与智能转发系统、民用航空地面站软件。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/8e0dc8efba463fbc_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/8e0dc8efba463fbc_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:11:11.000000Z",
"updated_at": "2026-06-29T08:11:11.000000Z",
"deleted_at": null
},
"screening": {
"id": 69,
"mysql_resume_id": 97,
"candidate_name": "张洪瑞",
"age": null,
"highest_degree": "硕士",
"school": "西北工业大学",
"years_experience": 42,
"location": "西安",
"current_company": "",
"skills": [
"服务器开发",
"嵌入式应用开发",
"桌面软件开发",
"MySQL",
"索引",
"事务机制",
"锁机制",
"SQL调优",
"主从复制",
"读写分离",
"分库分表",
"分片策略",
"操作系统",
"计算机网络",
"数据结构",
"算法",
"设计模式",
"C",
"C++",
"STL",
"多线程开发",
"网络编程",
"Qt",
"信号槽机制",
"QThread"
],
"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42.0年",
"matched": true,
"evidence": "42.0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": "未找到相关关键词",
"severity": "must"
},
"bonus_arm": {
"label": "加分项",
"detail": "加分项：ARM架构经验",
"matched": true,
"evidence": "命中: 嵌入式",
"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": "risk",
"redline_single_day_off": "pending_interview",
"match_score": 36,
"hard_all_pass": false,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "16\/35 个声称技能在项目和摘要中均无体现: ['索引', '事务机制', '锁机制', 'SQL调优', '主从复制', '读写分离', '分库分表', '分片策略']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2026年，经验42.0年，推算开始工作年份与预期毕业年份偏差42年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 42,
"timeline_ok": false,
"graduation_year": 2026,
"years_experience": 42,
"estimated_work_start": 1984,
"expected_graduation_start": 2048
},
"overall_consistency": 47,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [
"MVCC"
],
"claimed_skills": [
"服务器开发",
"嵌入式应用开发",
"桌面软件开发",
"MySQL",
"索引",
"事务机制",
"锁机制",
"SQL调优",
"主从复制",
"读写分离",
"分库分表",
"分片策略",
"操作系统",
"计算机网络",
"数据结构",
"算法",
"设计模式",
"C",
"C++",
"STL",
"多线程开发",
"网络编程",
"Qt",
"信号槽机制",
"QThread"
],
"consistency_score": 62,
"skills_in_summary_only": [
"服务器开发",
"嵌入式应用开发",
"桌面软件开发",
"MySQL",
"操作系统",
"计算机网络",
"设计模式",
"C",
"C++",
"STL"
],
"skills_without_evidence": [
"索引",
"事务机制",
"锁机制",
"SQL调优",
"主从复制",
"读写分离",
"分库分表",
"分片策略",
"多线程开发",
"QThread",
"QNetworkAccessManager",
"Qt事件循环",
"Qt界面开发",
"Reactor架构",
"MVC架构"
],
"skills_verified_in_projects": [
"状态机",
"信号槽机制",
"算法",
"系统联调",
"嵌入式平台",
"Qt",
"数据结构",
"线程池",
"Reactor架构",
"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": "2026-06-29T10:06:43.000000Z",
"updated_at": "2026-06-29T10:43:16.000000Z",
"overall_score": "{\"composite\": 68.1, \"stability\": 77, \"pace_match\": 48, \"tech_power\": 77, \"salary_match\": 62, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"pace_mismatch\", \"detail\": \"节奏匹配度低(评分48\/100)\", \"severity\": \"high\"}, {\"type\": \"salary_slightly_over\", \"detail\": \"薪资略超预算(匹配度62\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 77, \"weight\": 0.25, \"rationale\": \"基于42.0年经验 + 公司判断 + 离职信号\", \"confidence\": \"medium\", \"confidence_note\": \"真正稳定性需面试确认职业规划和跳槽原因\"}, \"pace_match\": {\"score\": 48, \"weight\": 0.2, \"rationale\": \"地点: 西安 + 普通 + 42.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 77, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 42.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 47%\"], \"rationale\": \"硬性条件匹配 + 经验42.0年 + 10个项目 + 一致性47%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 62, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据42.0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 75, \"weight\": 0.05, \"rationale\": \"基于简历文本完整度和结构化程度的代理评估，非真实沟通能力\", \"confidence\": \"low\", \"confidence_note\": \"无法从简历评估真实沟通能力，需技术面验证\"}}"
}
}