交叉验证
#1
陈
陈杰
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
37
声称技能 (25)
C++
C++11
14
STL
智能指针
多态
Python
Shell
多线程编程
进程间通信
IPC
TCP
UDP
Git
Qt
QML
Visual Studio
GDB
PyCharm
MySQL
Linux
ROS
Ubuntu
日志分析
性能剖析
噪声技能 (1)
技术文档编写
项目中验证 (4)
TTS中间件
QML
Linux
C++
仅在摘要中 (9)
C++
Python
进程间通信
Qt
QML
Visual Studio
GDB
MySQL
Linux
无证据 (15)
C++11
14
STL
智能指针
多态
Shell
多线程编程
IPC
TCP
UDP
Git
PyCharm
ROS
Ubuntu
日志分析
矛盾/可疑信号
skill_project_gap
high
26/35 个声称技能在项目和摘要中均无体现: ['C++11', '14', 'STL', '智能指针', '多态', 'Shell', '多线程编程', 'IPC']
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": 1,
"mysql_resume_id": 26,
"screening_id": 1,
"skill_project_consistency": {
"noisy_skills": [
"技术文档编写"
],
"claimed_skills": [
"C++",
"C++11",
"14",
"STL",
"智能指针",
"多态",
"Python",
"Shell",
"多线程编程",
"进程间通信",
"IPC",
"TCP",
"UDP",
"Git",
"Qt",
"QML",
"Visual Studio",
"GDB",
"PyCharm",
"MySQL",
"Linux",
"ROS",
"Ubuntu",
"日志分析",
"性能剖析"
],
"consistency_score": 37,
"skills_in_summary_only": [
"C++",
"Python",
"进程间通信",
"Qt",
"QML",
"Visual Studio",
"GDB",
"MySQL",
"Linux"
],
"skills_without_evidence": [
"C++11",
"14",
"STL",
"智能指针",
"多态",
"Shell",
"多线程编程",
"IPC",
"TCP",
"UDP",
"Git",
"PyCharm",
"ROS",
"Ubuntu",
"日志分析"
],
"skills_verified_in_projects": [
"TTS中间件",
"QML",
"Linux",
"C++"
]
},
"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": 37,
"flags": [
{
"type": "skill_project_gap",
"detail": "26\/35 个声称技能在项目和摘要中均无体现: ['C++11', '14', 'STL', '智能指针', '多态', 'Shell', '多线程编程', 'IPC']",
"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": "2026-06-28T12:16:10.000000Z",
"resume": {
"id": 26,
"resource_id": 26,
"source_text_sha256": "f2b53981e98b5d97551ba946b3e730b1f795c36ea17e8183324cf20159c61ee9",
"candidate_name": "陈杰",
"age": 29,
"phone": "15872391484",
"email": "447642442@qq.com",
"wechat": "",
"location": "",
"highest_degree": "硕士",
"school": "重庆大学",
"major": "自动化",
"graduation_year": 2021,
"years_experience": 5,
"current_company": "武汉联影医疗",
"current_title": "软件开发工程师",
"skills_json": [
"C++",
"C++11",
"14",
"STL",
"智能指针",
"多态",
"Python",
"Shell",
"多线程编程",
"进程间通信",
"IPC",
"TCP",
"UDP",
"Git",
"Qt",
"QML",
"Visual Studio",
"GDB",
"PyCharm",
"MySQL",
"Linux",
"ROS",
"Ubuntu",
"日志分析",
"性能剖析",
"核心转储分析",
"Code Review",
"技术文档编写",
"Netflix应用维护",
"TTS中间件",
"媒体播放SDK",
"V2X通信",
"高精度地图",
"路径规划算法",
"PLC编程",
"计算机网络通信"
],
"summary": "陈杰，男，29岁，中共党员，硕士毕业于重庆大学自动化专业，本科毕业于武汉工程大学测控技术与仪器专业。2021年起从事软件开发工作，曾在海信电子科技武汉有限公司负责智能电视TTS模块、Netflix应用及中间件开发维护，当前在武汉联影医疗任软件开发工程师，负责妇产3D多光源、剪切刀、测量等模块开发维护。技能包括C++、Python、Linux、Qt\/QML、GDB、Visual Studio、MySQL、网络协议和进程间通信等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/f891fb86a9dc6b76_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/f891fb86a9dc6b76_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-27T15:13:21.000000Z",
"updated_at": "2026-06-27T15:13:21.000000Z",
"deleted_at": null
},
"screening": {
"id": 1,
"mysql_resume_id": 26,
"candidate_name": "陈杰",
"age": 29,
"highest_degree": "硕士",
"school": "重庆大学",
"years_experience": 5,
"location": "",
"current_company": "武汉联影医疗",
"skills": [
"C++",
"C++11",
"14",
"STL",
"智能指针",
"多态",
"Python",
"Shell",
"多线程编程",
"进程间通信",
"IPC",
"TCP",
"UDP",
"Git",
"Qt",
"QML",
"Visual Studio",
"GDB",
"PyCharm",
"MySQL",
"Linux",
"ROS",
"Ubuntu",
"日志分析",
"性能剖析"
],
"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, gdb",
"severity": "must"
},
"bonus_arm": {
"label": "加分项",
"detail": "加分项：ARM架构经验",
"matched": true,
"evidence": "命中: arm",
"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": 60,
"hard_all_pass": true,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "26\/35 个声称技能在项目和摘要中均无体现: ['C++11', '14', 'STL', '智能指针', '多态', 'Shell', '多线程编程', 'IPC']",
"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": 37,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [
"技术文档编写"
],
"claimed_skills": [
"C++",
"C++11",
"14",
"STL",
"智能指针",
"多态",
"Python",
"Shell",
"多线程编程",
"进程间通信",
"IPC",
"TCP",
"UDP",
"Git",
"Qt",
"QML",
"Visual Studio",
"GDB",
"PyCharm",
"MySQL",
"Linux",
"ROS",
"Ubuntu",
"日志分析",
"性能剖析"
],
"consistency_score": 37,
"skills_in_summary_only": [
"C++",
"Python",
"进程间通信",
"Qt",
"QML",
"Visual Studio",
"GDB",
"MySQL",
"Linux"
],
"skills_without_evidence": [
"C++11",
"14",
"STL",
"智能指针",
"多态",
"Shell",
"多线程编程",
"IPC",
"TCP",
"UDP",
"Git",
"PyCharm",
"ROS",
"Ubuntu",
"日志分析"
],
"skills_verified_in_projects": [
"TTS中间件",
"QML",
"Linux",
"C++"
]
}
},
"screening_verdict": "pending",
"screening_summary": "硬性条件通过但匹配度偏低(60%)，需人工判断",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-28T12:16:10.000000Z",
"updated_at": "2026-06-28T12:17:35.000000Z"
}
}