交叉验证
#19
郑
郑向育
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2021
years_experience
5
estimated_work_start
2021
expected_graduation_start
2043
技能-项目一致性
得分
63
声称技能 (25)
Java
C++
C
Qt
Shell脚本
Linux
SQL
SQLite
PostgreSQL
TCP
IP
串口通讯
SVN
Git
设计模式
数据结构
Windows
面向对象
多线程编程
网络编程
Visual Studio
QtCreator
CMake
动态库
静态库
噪声技能 (1)
数据库设计
项目中验证 (9)
ZMQ
Qt
Windows
Linux
动态库
SQL
SQLite
PostgreSQL
Mostreamer
仅在摘要中 (10)
C++
C
Qt
Linux
SQL
SQLite
PostgreSQL
TCP
IP
串口通讯
无证据 (15)
Java
Shell脚本
设计模式
数据结构
面向对象
多线程编程
网络编程
Visual Studio
QtCreator
CMake
静态库
交叉编译
Ubuntu
Qt界面设计
信号槽
矛盾/可疑信号
skill_project_gap
high
22/38 个声称技能在项目和摘要中均无体现: ['Java', 'Shell脚本', '设计模式', '数据结构', '面向对象', '多线程编程', '网络编程', 'Visual Studio']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2021年，经验5.0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
完整原始数据
{
"id": 19,
"mysql_resume_id": 55,
"screening_id": 19,
"skill_project_consistency": {
"noisy_skills": [
"数据库设计"
],
"claimed_skills": [
"Java",
"C++",
"C",
"Qt",
"Shell脚本",
"Linux",
"SQL",
"SQLite",
"PostgreSQL",
"TCP",
"IP",
"串口通讯",
"SVN",
"Git",
"设计模式",
"数据结构",
"Windows",
"面向对象",
"多线程编程",
"网络编程",
"Visual Studio",
"QtCreator",
"CMake",
"动态库",
"静态库"
],
"consistency_score": 63,
"skills_in_summary_only": [
"C++",
"C",
"Qt",
"Linux",
"SQL",
"SQLite",
"PostgreSQL",
"TCP",
"IP",
"串口通讯"
],
"skills_without_evidence": [
"Java",
"Shell脚本",
"设计模式",
"数据结构",
"面向对象",
"多线程编程",
"网络编程",
"Visual Studio",
"QtCreator",
"CMake",
"静态库",
"交叉编译",
"Ubuntu",
"Qt界面设计",
"信号槽"
],
"skills_verified_in_projects": [
"ZMQ",
"Qt",
"Windows",
"Linux",
"动态库",
"SQL",
"SQLite",
"PostgreSQL",
"Mostreamer"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2021,
"years_experience": 5,
"estimated_work_start": 2021,
"expected_graduation_start": 2043
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 63,
"flags": [
{
"type": "skill_project_gap",
"detail": "22\/38 个声称技能在项目和摘要中均无体现: ['Java', 'Shell脚本', '设计模式', '数据结构', '面向对象', '多线程编程', '网络编程', 'Visual Studio']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2021年，经验5.0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"
}
],
"created_at": "2026-06-29T10:06:15.000000Z",
"resume": {
"id": 55,
"resource_id": 55,
"source_text_sha256": "a602ed4d73921ebec72a13d171354e94734bff65dad7af46e5173f16c6c51275",
"target_role": "C++",
"candidate_name": "郑向育",
"age": 26,
"phone": "13596325388",
"email": "",
"wechat": "",
"location": "",
"highest_degree": "本科",
"school": "长春理工大学",
"major": "计算机科学与技术",
"graduation_year": 2021,
"years_experience": 5,
"current_company": "杭州魔点科技有限公司",
"current_title": "高级QT\/C++工程师",
"skills_json": [
"Java",
"C++",
"C",
"Qt",
"Shell脚本",
"Linux",
"SQL",
"SQLite",
"PostgreSQL",
"TCP",
"IP",
"串口通讯",
"SVN",
"Git",
"设计模式",
"数据结构",
"Windows",
"面向对象",
"多线程编程",
"网络编程",
"数据库设计",
"Visual Studio",
"QtCreator",
"CMake",
"动态库",
"静态库",
"交叉编译",
"Ubuntu",
"Qt界面设计",
"信号槽",
"ZMQ",
"QWidget",
"srpc",
"MQTT",
"HTTP",
"GATT低功耗蓝牙协议",
"阿里SDK",
"Mostreamer",
"英语"
],
"summary": "郑向育，男，26岁，本科毕业于长春理工大学计算机科学与技术专业，2017-2021年就读。具备5年工作经验，求职意向为C\/C++。曾在迪瑞医疗科技股份有限公司、北京方洲科技有限公司、杭州魔点科技有限公司从事C\/C++、Qt相关开发，涉及Linux\/Windows端界面开发、网络和串口通讯、数据库设计、插件化架构、新门禁机和考勤机终端开发维护等。技能包含C++、Qt、Linux、Shell、SQL、SQLite、PostgreSQL、TCP\/IP、ZMQ、MQTT、Git\/SVN等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/fd987e451650317a_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/fd987e451650317a_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:18:02.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 19,
"mysql_resume_id": 55,
"candidate_name": "郑向育",
"age": 26,
"highest_degree": "本科",
"school": "长春理工大学",
"years_experience": 5,
"location": "",
"current_company": "杭州魔点科技有限公司",
"skills": [
"Java",
"C++",
"C",
"Qt",
"Shell脚本",
"Linux",
"SQL",
"SQLite",
"PostgreSQL",
"TCP",
"IP",
"串口通讯",
"SVN",
"Git",
"设计模式",
"数据结构",
"Windows",
"面向对象",
"多线程编程",
"网络编程",
"Visual Studio",
"QtCreator",
"CMake",
"动态库",
"静态库"
],
"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": "本科",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际5.0年",
"matched": true,
"evidence": "5.0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": true,
"evidence": "命中关键词(2\/5): linux, cmake",
"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": "pass",
"redline_location": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 70,
"hard_all_pass": true,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "22\/38 个声称技能在项目和摘要中均无体现: ['Java', 'Shell脚本', '设计模式', '数据结构', '面向对象', '多线程编程', '网络编程', 'Visual Studio']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2021年，经验5.0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"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2021,
"years_experience": 5,
"estimated_work_start": 2021,
"expected_graduation_start": 2043
},
"overall_consistency": 63,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [
"数据库设计"
],
"claimed_skills": [
"Java",
"C++",
"C",
"Qt",
"Shell脚本",
"Linux",
"SQL",
"SQLite",
"PostgreSQL",
"TCP",
"IP",
"串口通讯",
"SVN",
"Git",
"设计模式",
"数据结构",
"Windows",
"面向对象",
"多线程编程",
"网络编程",
"Visual Studio",
"QtCreator",
"CMake",
"动态库",
"静态库"
],
"consistency_score": 63,
"skills_in_summary_only": [
"C++",
"C",
"Qt",
"Linux",
"SQL",
"SQLite",
"PostgreSQL",
"TCP",
"IP",
"串口通讯"
],
"skills_without_evidence": [
"Java",
"Shell脚本",
"设计模式",
"数据结构",
"面向对象",
"多线程编程",
"网络编程",
"Visual Studio",
"QtCreator",
"CMake",
"静态库",
"交叉编译",
"Ubuntu",
"Qt界面设计",
"信号槽"
],
"skills_verified_in_projects": [
"ZMQ",
"Qt",
"Windows",
"Linux",
"动态库",
"SQL",
"SQLite",
"PostgreSQL",
"Mostreamer"
]
}
},
"screening_verdict": "pass",
"screening_summary": "硬性条件全部通过，匹配度70%，加分项0\/3，建议周总审核进入技术面",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:15.000000Z",
"updated_at": "2026-06-29T10:42:45.000000Z",
"overall_score": "{\"composite\": 77.5, \"stability\": 60, \"pace_match\": 71, \"tech_power\": 95, \"salary_match\": 80, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分60\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "approve",
"score_breakdown": "{\"stability\": {\"score\": 60, \"weight\": 0.25, \"rationale\": \"基于5.0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\": 71, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 5.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 95, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 5.0年\", \"Linux: 通过\", \"加分: 0\/3\", \"交叉验证一致性: 63%\"], \"rationale\": \"硬性条件匹配 + 经验5.0年 + 9个项目 + 一致性63%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 80, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据5.0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\"}}"
}
}