交叉验证
#43
任
任紫丹
学历-经验时间线
gap_years
2
timeline_ok
是
graduation_year
2015
years_experience
9
estimated_work_start
2017
expected_graduation_start
2037
技能-项目一致性
得分
47
声称技能 (25)
C
C++
C#
MFC
QT
TCP
Linux指令
Linux
Ubuntu
Windows应用开发
嵌入式软件
网络通信
动态库
多线程
SVN
QT Creator
Visual Studio
PLC对接
串口RS232
Zigbee
NFC
SQLite
RFID
MOT协议
阿里云端服务器
项目中验证 (5)
阿里云端服务器
Zigbee
MOT协议
Ubuntu
串口RS232
仅在摘要中 (10)
C
C++
C#
MFC
QT
TCP
Linux
动态库
多线程
SVN
无证据 (15)
Linux指令
Ubuntu
Windows应用开发
嵌入式软件
网络通信
QT Creator
Visual Studio
串口RS232
Zigbee
NFC
SQLite
RFID
MOT协议
Java维护
Web
矛盾/可疑信号
skill_project_gap
high
22/34 个声称技能在项目和摘要中均无体现: ['Linux指令', 'Ubuntu', 'Windows应用开发', '嵌入式软件', '网络通信', 'QT Creator', 'Visual Studio', '串口RS232']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2015年，经验9.0年，推算开始工作年份与预期毕业年份偏差2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": 43,
"mysql_resume_id": 34,
"screening_id": 43,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"C#",
"MFC",
"QT",
"TCP",
"Linux指令",
"Linux",
"Ubuntu",
"Windows应用开发",
"嵌入式软件",
"网络通信",
"动态库",
"多线程",
"SVN",
"QT Creator",
"Visual Studio",
"PLC对接",
"串口RS232",
"Zigbee",
"NFC",
"SQLite",
"RFID",
"MOT协议",
"阿里云端服务器"
],
"consistency_score": 47,
"skills_in_summary_only": [
"C",
"C++",
"C#",
"MFC",
"QT",
"TCP",
"Linux",
"动态库",
"多线程",
"SVN"
],
"skills_without_evidence": [
"Linux指令",
"Ubuntu",
"Windows应用开发",
"嵌入式软件",
"网络通信",
"QT Creator",
"Visual Studio",
"串口RS232",
"Zigbee",
"NFC",
"SQLite",
"RFID",
"MOT协议",
"Java维护",
"Web"
],
"skills_verified_in_projects": [
"阿里云端服务器",
"Zigbee",
"MOT协议",
"Ubuntu",
"串口RS232"
]
},
"education_timeline": {
"gap_years": 2,
"timeline_ok": true,
"graduation_year": 2015,
"years_experience": 9,
"estimated_work_start": 2017,
"expected_graduation_start": 2037
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 47,
"flags": [
{
"type": "skill_project_gap",
"detail": "22\/34 个声称技能在项目和摘要中均无体现: ['Linux指令', 'Ubuntu', 'Windows应用开发', '嵌入式软件', '网络通信', 'QT Creator', 'Visual Studio', '串口RS232']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2015年，经验9.0年，推算开始工作年份与预期毕业年份偏差2年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:29.000000Z",
"resume": {
"id": 34,
"resource_id": 34,
"source_text_sha256": "f03947cc8274c7c659c8da491fae73c5498cec1f5174c8779abcb71d2a9fbc4a",
"target_role": "C++",
"candidate_name": "任紫丹",
"age": null,
"phone": "",
"email": "",
"wechat": "",
"location": "苏州吴中区",
"highest_degree": "本科",
"school": "辽宁石油化工大学",
"major": "计算机科学与技术",
"graduation_year": 2015,
"years_experience": 9,
"current_company": "英诺维尔智能科技(苏州)有限公司",
"current_title": "C\/C++软件工程师",
"skills_json": [
"C",
"C++",
"C#",
"MFC",
"QT",
"TCP",
"Linux指令",
"Linux",
"Ubuntu",
"Windows应用开发",
"嵌入式软件",
"网络通信",
"动态库",
"多线程",
"SVN",
"QT Creator",
"Visual Studio",
"PLC对接",
"串口RS232",
"Zigbee",
"NFC",
"SQLite",
"RFID",
"MOT协议",
"阿里云端服务器",
"Java维护",
"Web",
"JS",
"密码模块",
"加解密",
"国产化软件开发",
"客户端开发",
"调度服务程序开发",
"软硬件联调"
],
"summary": "任紫丹，1992年生，目前在苏州吴中区，离职可随时到岗。本科毕业于辽宁石油化工大学计算机科学与技术专业，2015年毕业。2015年7月至2025年1月从事C\/C++软件工程师工作，经历联创中控、北京斯锐信息技术、英诺维尔智能科技等公司，涉及Windows\/Linux客户端、嵌入式、军工客户端、医疗器械调度软件及C#维护。技能包括C\/C++、MFC、QT、TCP、Linux、SVN、多线程、动态库、PLC对接等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/ccf8780734ef5559_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/ccf8780734ef5559_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T05:41:24.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 43,
"mysql_resume_id": 34,
"candidate_name": "任紫丹",
"age": null,
"highest_degree": "本科",
"school": "辽宁石油化工大学",
"years_experience": 9,
"location": "苏州吴中区",
"current_company": "英诺维尔智能科技(苏州)有限公司",
"skills": [
"C",
"C++",
"C#",
"MFC",
"QT",
"TCP",
"Linux指令",
"Linux",
"Ubuntu",
"Windows应用开发",
"嵌入式软件",
"网络通信",
"动态库",
"多线程",
"SVN",
"QT Creator",
"Visual Studio",
"PLC对接",
"串口RS232",
"Zigbee",
"NFC",
"SQLite",
"RFID",
"MOT协议",
"阿里云端服务器"
],
"parse_quality_score": 80,
"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9.0年",
"matched": true,
"evidence": "9.0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": 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": "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_project_gap",
"detail": "22\/34 个声称技能在项目和摘要中均无体现: ['Linux指令', 'Ubuntu', 'Windows应用开发', '嵌入式软件', '网络通信', 'QT Creator', 'Visual Studio', '串口RS232']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2015年，经验9.0年，推算开始工作年份与预期毕业年份偏差2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": 2,
"timeline_ok": true,
"graduation_year": 2015,
"years_experience": 9,
"estimated_work_start": 2017,
"expected_graduation_start": 2037
},
"overall_consistency": 47,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"C#",
"MFC",
"QT",
"TCP",
"Linux指令",
"Linux",
"Ubuntu",
"Windows应用开发",
"嵌入式软件",
"网络通信",
"动态库",
"多线程",
"SVN",
"QT Creator",
"Visual Studio",
"PLC对接",
"串口RS232",
"Zigbee",
"NFC",
"SQLite",
"RFID",
"MOT协议",
"阿里云端服务器"
],
"consistency_score": 47,
"skills_in_summary_only": [
"C",
"C++",
"C#",
"MFC",
"QT",
"TCP",
"Linux",
"动态库",
"多线程",
"SVN"
],
"skills_without_evidence": [
"Linux指令",
"Ubuntu",
"Windows应用开发",
"嵌入式软件",
"网络通信",
"QT Creator",
"Visual Studio",
"串口RS232",
"Zigbee",
"NFC",
"SQLite",
"RFID",
"MOT协议",
"Java维护",
"Web"
],
"skills_verified_in_projects": [
"阿里云端服务器",
"Zigbee",
"MOT协议",
"Ubuntu",
"串口RS232"
]
}
},
"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": "2026-06-29T10:06:29.000000Z",
"updated_at": "2026-06-29T10:42:56.000000Z",
"overall_score": "{\"composite\": 74.0, \"stability\": 67, \"pace_match\": 88, \"tech_power\": 67, \"salary_match\": 79, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": null,
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 67, \"weight\": 0.25, \"rationale\": \"基于9.0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\": 88, \"weight\": 0.2, \"rationale\": \"地点: 苏州✅ + 普通 + 9.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 67, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 9.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 47%\"], \"rationale\": \"硬性条件匹配 + 经验9.0年 + 5个项目 + 一致性47%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 79, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据9.0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\"}}"
}
}