交叉验证
#38
丁
丁亚阁
学历-经验时间线
gap_years
1
timeline_ok
是
graduation_year
2009
years_experience
16
estimated_work_start
2010
expected_graduation_start
2031
技能-项目一致性
得分
61
声称技能 (25)
C++
C#
QT
Delphi
VB
Python
MySQL
SQLite
AI应用
PLC
传感器通讯
上位机通讯
仪器仪表通讯
串口通信
Lora
WiFi
Socket TCP
多异步通讯
EtherCAT
MES
多线程
Modbus
Omron CIP
相机通讯
视觉检查
项目中验证 (15)
MES
Arbin设备控制协议
PLC
WiFi
IO控制
串口通信
PLC通讯
数据追溯
Socket TCP
Lora
多异步通讯
EtherCAT
扫码枪通讯
运动控制卡
视觉检查
仅在摘要中 (8)
C++
C#
QT
Python
MySQL
SQLite
PLC
MES
无证据 (15)
Delphi
VB
AI应用
传感器通讯
上位机通讯
仪器仪表通讯
Lora
WiFi
Socket TCP
EtherCAT
多线程
Modbus
Omron CIP
相机通讯
OpenCV
矛盾/可疑信号
skill_project_gap
high
25/39 个声称技能在项目和摘要中均无体现: ['Delphi', 'VB', 'AI应用', '传感器通讯', '上位机通讯', '仪器仪表通讯', 'Lora', 'WiFi']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2009年，经验16.0年，推算开始工作年份与预期毕业年份偏差1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": 38,
"mysql_resume_id": 48,
"screening_id": 38,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"C#",
"QT",
"Delphi",
"VB",
"Python",
"MySQL",
"SQLite",
"AI应用",
"PLC",
"传感器通讯",
"上位机通讯",
"仪器仪表通讯",
"串口通信",
"Lora",
"WiFi",
"Socket TCP",
"多异步通讯",
"EtherCAT",
"MES",
"多线程",
"Modbus",
"Omron CIP",
"相机通讯",
"视觉检查"
],
"consistency_score": 61,
"skills_in_summary_only": [
"C++",
"C#",
"QT",
"Python",
"MySQL",
"SQLite",
"PLC",
"MES"
],
"skills_without_evidence": [
"Delphi",
"VB",
"AI应用",
"传感器通讯",
"上位机通讯",
"仪器仪表通讯",
"Lora",
"WiFi",
"Socket TCP",
"EtherCAT",
"多线程",
"Modbus",
"Omron CIP",
"相机通讯",
"OpenCV"
],
"skills_verified_in_projects": [
"MES",
"Arbin设备控制协议",
"PLC",
"WiFi",
"IO控制",
"串口通信",
"PLC通讯",
"数据追溯",
"Socket TCP",
"Lora",
"多异步通讯",
"EtherCAT",
"扫码枪通讯",
"运动控制卡",
"视觉检查"
]
},
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2009,
"years_experience": 16,
"estimated_work_start": 2010,
"expected_graduation_start": 2031
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 61,
"flags": [
{
"type": "skill_project_gap",
"detail": "25\/39 个声称技能在项目和摘要中均无体现: ['Delphi', 'VB', 'AI应用', '传感器通讯', '上位机通讯', '仪器仪表通讯', 'Lora', 'WiFi']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2009年，经验16.0年，推算开始工作年份与预期毕业年份偏差1年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:27.000000Z",
"resume": {
"id": 48,
"resource_id": 48,
"source_text_sha256": "8bc048e25b634272b867490d15e6eb9622d931be482df2406c5236bba7204f9e",
"target_role": "C++",
"candidate_name": "丁亚阁",
"age": 40,
"phone": "15919907720",
"email": "",
"wechat": "",
"location": "深圳",
"highest_degree": "本科",
"school": "武汉科技大学",
"major": "自动化",
"graduation_year": 2009,
"years_experience": 16,
"current_company": "深圳禾思众成科技有限公司",
"current_title": "高级软件工程师(c++)",
"skills_json": [
"C++",
"C#",
"QT",
"Delphi",
"VB",
"Python",
"MySQL",
"SQLite",
"AI应用",
"PLC",
"传感器通讯",
"上位机通讯",
"仪器仪表通讯",
"串口通信",
"Lora",
"WiFi",
"Socket TCP",
"多异步通讯",
"EtherCAT",
"MES",
"多线程",
"Modbus",
"Omron CIP",
"相机通讯",
"视觉检查",
"OpenCV",
"Halcon",
"运动控制卡",
"IO控制",
"数据追溯",
"激光器通信协议",
"MFC",
"IP",
"PLC通讯",
"数据库通讯",
"SAP MES",
"Arbin设备控制协议",
"扫码枪通讯",
"AOI定位"
],
"summary": "丁亚阁，男，40岁，本科学历，2005-2009年就读武汉科技大学自动化专业。具备16年工作经验，求职意向为C\/C++，期望城市深圳。曾在深圳禾思众成科技有限公司、锐驰机器人（深圳）有限公司、深圳市日联科技有限公司、深圳商巨工业设备有限公司从事软件开发与调试，涉及自动化设备、锂电池、X-ray检测、激光焊接、手机测试、汽车电子等项目，使用C++、C#、QT、Python、MySQL、SQLite、PLC、MES、视觉检测等技术。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/2b282fb56584ea18_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/2b282fb56584ea18_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T05:54:59.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 38,
"mysql_resume_id": 48,
"candidate_name": "丁亚阁",
"age": 40,
"highest_degree": "本科",
"school": "武汉科技大学",
"years_experience": 16,
"location": "深圳",
"current_company": "深圳禾思众成科技有限公司",
"skills": [
"C++",
"C#",
"QT",
"Delphi",
"VB",
"Python",
"MySQL",
"SQLite",
"AI应用",
"PLC",
"传感器通讯",
"上位机通讯",
"仪器仪表通讯",
"串口通信",
"Lora",
"WiFi",
"Socket TCP",
"多异步通讯",
"EtherCAT",
"MES",
"多线程",
"Modbus",
"Omron CIP",
"相机通讯",
"视觉检查"
],
"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": "本科",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际16.0年",
"matched": true,
"evidence": "16.0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": 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": "fail",
"redline_location": "risk",
"redline_single_day_off": "pending_interview",
"match_score": 56,
"hard_all_pass": false,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "25\/39 个声称技能在项目和摘要中均无体现: ['Delphi', 'VB', 'AI应用', '传感器通讯', '上位机通讯', '仪器仪表通讯', 'Lora', 'WiFi']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2009年，经验16.0年，推算开始工作年份与预期毕业年份偏差1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": 1,
"timeline_ok": true,
"graduation_year": 2009,
"years_experience": 16,
"estimated_work_start": 2010,
"expected_graduation_start": 2031
},
"overall_consistency": 61,
"skill_contradictions": [],
"field_completeness_pct": 100,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"C#",
"QT",
"Delphi",
"VB",
"Python",
"MySQL",
"SQLite",
"AI应用",
"PLC",
"传感器通讯",
"上位机通讯",
"仪器仪表通讯",
"串口通信",
"Lora",
"WiFi",
"Socket TCP",
"多异步通讯",
"EtherCAT",
"MES",
"多线程",
"Modbus",
"Omron CIP",
"相机通讯",
"视觉检查"
],
"consistency_score": 61,
"skills_in_summary_only": [
"C++",
"C#",
"QT",
"Python",
"MySQL",
"SQLite",
"PLC",
"MES"
],
"skills_without_evidence": [
"Delphi",
"VB",
"AI应用",
"传感器通讯",
"上位机通讯",
"仪器仪表通讯",
"Lora",
"WiFi",
"Socket TCP",
"EtherCAT",
"多线程",
"Modbus",
"Omron CIP",
"相机通讯",
"OpenCV"
],
"skills_verified_in_projects": [
"MES",
"Arbin设备控制协议",
"PLC",
"WiFi",
"IO控制",
"串口通信",
"PLC通讯",
"数据追溯",
"Socket TCP",
"Lora",
"多异步通讯",
"EtherCAT",
"扫码枪通讯",
"运动控制卡",
"视觉检查"
]
}
},
"screening_verdict": "pending_interview_required",
"screening_summary": "核心技能 Linux 在简历中完全无提及，需面试确认是否零经验。若确认零经验 → trigger core_skill_missing 红线",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:27.000000Z",
"updated_at": "2026-06-29T10:43:01.000000Z",
"overall_score": "{\"composite\": 72.5, \"stability\": 80, \"pace_match\": 53, \"tech_power\": 85, \"salary_match\": 62, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分53\/100)\", \"severity\": \"medium\"}, {\"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\": 80, \"weight\": 0.25, \"rationale\": \"基于16.0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\": 53, \"weight\": 0.2, \"rationale\": \"地点: 深圳 + 普通 + 16.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 85, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 16.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 61%\"], \"rationale\": \"硬性条件匹配 + 经验16.0年 + 15个项目 + 一致性61%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 62, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据16.0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 80, \"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\"}}"
}
}