交叉验证
#55
姚
姚黄衍
学历-经验时间线
gap_years
2
timeline_ok
是
graduation_year
2022
years_experience
6
estimated_work_start
2020
expected_graduation_start
2044
技能-项目一致性
得分
53
声称技能 (25)
C++
MFC
Halcon
C#
Dalsa线扫相机
PLC通信
串口通信
网口通信
QT
JSON
YOLO
git
线扫相机采集
标定程序开发
尺寸测量
瑕疵检测算法
AI模型分类训练
MES系统数据采集和上传
SQL
YOLOv4
Mobilenet
python
汇川PLC
西门子PLC
BOM清单整理
项目中验证 (8)
YOLOv4
西门子PLC
串口通信
YOLO
BOM清单整理
Mobilenet
SQL
线扫相机采集
仅在摘要中 (6)
C++
MFC
Halcon
C#
PLC通信
YOLO
无证据 (15)
Dalsa线扫相机
网口通信
QT
JSON
git
标定程序开发
尺寸测量
瑕疵检测算法
AI模型分类训练
MES系统数据采集和上传
SQL
YOLOv4
Mobilenet
python
汇川PLC
矛盾/可疑信号
skill_project_gap
high
18/26 个声称技能在项目和摘要中均无体现: ['Dalsa线扫相机', '网口通信', 'QT', 'JSON', 'git', '标定程序开发', '尺寸测量', '瑕疵检测算法']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2022年，经验6.0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": 55,
"mysql_resume_id": 64,
"screening_id": 55,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"MFC",
"Halcon",
"C#",
"Dalsa线扫相机",
"PLC通信",
"串口通信",
"网口通信",
"QT",
"JSON",
"YOLO",
"git",
"线扫相机采集",
"标定程序开发",
"尺寸测量",
"瑕疵检测算法",
"AI模型分类训练",
"MES系统数据采集和上传",
"SQL",
"YOLOv4",
"Mobilenet",
"python",
"汇川PLC",
"西门子PLC",
"BOM清单整理"
],
"consistency_score": 53,
"skills_in_summary_only": [
"C++",
"MFC",
"Halcon",
"C#",
"PLC通信",
"YOLO"
],
"skills_without_evidence": [
"Dalsa线扫相机",
"网口通信",
"QT",
"JSON",
"git",
"标定程序开发",
"尺寸测量",
"瑕疵检测算法",
"AI模型分类训练",
"MES系统数据采集和上传",
"SQL",
"YOLOv4",
"Mobilenet",
"python",
"汇川PLC"
],
"skills_verified_in_projects": [
"YOLOv4",
"西门子PLC",
"串口通信",
"YOLO",
"BOM清单整理",
"Mobilenet",
"SQL",
"线扫相机采集"
]
},
"education_timeline": {
"gap_years": 2,
"timeline_ok": true,
"graduation_year": 2022,
"years_experience": 6,
"estimated_work_start": 2020,
"expected_graduation_start": 2044
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 53,
"flags": [
{
"type": "skill_project_gap",
"detail": "18\/26 个声称技能在项目和摘要中均无体现: ['Dalsa线扫相机', '网口通信', 'QT', 'JSON', 'git', '标定程序开发', '尺寸测量', '瑕疵检测算法']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2022年，经验6.0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": "2026-06-29T10:06:35.000000Z",
"resume": {
"id": 64,
"resource_id": 64,
"source_text_sha256": "ef18d9abf6a4d1ec762517b84ae8df9d8063e9fa2c8b0a480c713832713ffef2",
"target_role": "C++",
"candidate_name": "姚黄衍",
"age": null,
"phone": "15995085635",
"email": "michaelyzhhll@163.com",
"wechat": "",
"location": "江苏昆山",
"highest_degree": "硕士",
"school": "河海大学",
"major": "计算机技术",
"graduation_year": 2022,
"years_experience": 6,
"current_company": "北京大恒图像视觉有限公司（苏州）",
"current_title": "视觉软件研发工程师",
"skills_json": [
"C++",
"MFC",
"Halcon",
"C#",
"Dalsa线扫相机",
"PLC通信",
"串口通信",
"网口通信",
"QT",
"JSON",
"YOLO",
"git",
"线扫相机采集",
"标定程序开发",
"尺寸测量",
"瑕疵检测算法",
"AI模型分类训练",
"MES系统数据采集和上传",
"SQL",
"YOLOv4",
"Mobilenet",
"python",
"汇川PLC",
"西门子PLC",
"BOM清单整理",
"电气图纸绘制"
],
"summary": "姚黄衍，江苏昆山，河海大学物联网工程本科、计算机技术硕士。2019年7月至2022年5月任常州市新创碳谷控股有限公司视觉软件研发工程师，2022年10月至2025年8月任北京大恒图像视觉有限公司（苏州）视觉软件研发工程师。主要从事锂电、碳纤维等工业视觉检测系统开发，使用C++ MFC、C#、Halcon、线扫相机、PLC通信、YOLO等技术，参与软件开发、算法编写、设备通信、MES对接、文档和专利撰写。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/ccc8766c6bd5c08b_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/ccc8766c6bd5c08b_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:25:48.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 55,
"mysql_resume_id": 64,
"candidate_name": "姚黄衍",
"age": null,
"highest_degree": "硕士",
"school": "河海大学",
"years_experience": 6,
"location": "江苏昆山",
"current_company": "北京大恒图像视觉有限公司（苏州）",
"skills": [
"C++",
"MFC",
"Halcon",
"C#",
"Dalsa线扫相机",
"PLC通信",
"串口通信",
"网口通信",
"QT",
"JSON",
"YOLO",
"git",
"线扫相机采集",
"标定程序开发",
"尺寸测量",
"瑕疵检测算法",
"AI模型分类训练",
"MES系统数据采集和上传",
"SQL",
"YOLOv4",
"Mobilenet",
"python",
"汇川PLC",
"西门子PLC",
"BOM清单整理"
],
"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6.0年",
"matched": true,
"evidence": "6.0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: 图像",
"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": "18\/26 个声称技能在项目和摘要中均无体现: ['Dalsa线扫相机', '网口通信', 'QT', 'JSON', 'git', '标定程序开发', '尺寸测量', '瑕疵检测算法']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2022年，经验6.0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": 2022,
"years_experience": 6,
"estimated_work_start": 2020,
"expected_graduation_start": 2044
},
"overall_consistency": 53,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"MFC",
"Halcon",
"C#",
"Dalsa线扫相机",
"PLC通信",
"串口通信",
"网口通信",
"QT",
"JSON",
"YOLO",
"git",
"线扫相机采集",
"标定程序开发",
"尺寸测量",
"瑕疵检测算法",
"AI模型分类训练",
"MES系统数据采集和上传",
"SQL",
"YOLOv4",
"Mobilenet",
"python",
"汇川PLC",
"西门子PLC",
"BOM清单整理"
],
"consistency_score": 53,
"skills_in_summary_only": [
"C++",
"MFC",
"Halcon",
"C#",
"PLC通信",
"YOLO"
],
"skills_without_evidence": [
"Dalsa线扫相机",
"网口通信",
"QT",
"JSON",
"git",
"标定程序开发",
"尺寸测量",
"瑕疵检测算法",
"AI模型分类训练",
"MES系统数据采集和上传",
"SQL",
"YOLOv4",
"Mobilenet",
"python",
"汇川PLC"
],
"skills_verified_in_projects": [
"YOLOv4",
"西门子PLC",
"串口通信",
"YOLO",
"BOM清单整理",
"Mobilenet",
"SQL",
"线扫相机采集"
]
}
},
"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": "2026-06-29T10:06:35.000000Z",
"updated_at": "2026-06-29T10:43:09.000000Z",
"overall_score": "{\"composite\": 70.2, \"stability\": 60, \"pace_match\": 56, \"tech_power\": 80, \"salary_match\": 80, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分60\/100)\", \"severity\": \"medium\"}, {\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分56\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 60, \"weight\": 0.25, \"rationale\": \"基于6.0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\": 56, \"weight\": 0.2, \"rationale\": \"地点: 江苏昆山 + 普通 + 6.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 80, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 6.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 53%\"], \"rationale\": \"硬性条件匹配 + 经验6.0年 + 8个项目 + 一致性53%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 80, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据6.0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\"}}"
}
}