交叉验证
#80
崔
崔亚民
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
years_experience
2.5
estimated_work_start
2024
expected_graduation_start
技能-项目一致性
得分
73
声称技能 (25)
C
C++
MATLAB
STL
数据结构
算法
操作系统
Windows编程环境
Linux编程环境
MySQL
SQL
计算机网络
网络编程
TCP
UDP
IP
信号处理算法
Qt
QSS
QML
VS
PyCharm
常规调试
Git
多线程
项目中验证 (7)
算法
Qt
FPGA交互
VS
C
MATLAB
Power PC
仅在摘要中 (10)
C
C++
MATLAB
STL
操作系统
MySQL
SQL
Qt
QSS
QML
无证据 (14)
数据结构
Windows编程环境
Linux编程环境
计算机网络
网络编程
TCP
UDP
IP
信号处理算法
常规调试
多线程
动态链接库
FPGA交互
Power PC
矛盾/可疑信号
skill_project_gap
high
14/30 个声称技能在项目和摘要中均无体现: ['数据结构', 'Windows编程环境', 'Linux编程环境', '计算机网络', '网络编程', 'TCP', 'UDP', 'IP']
建议：面试时验证这些技能的真实性
完整原始数据
{
"id": 80,
"mysql_resume_id": 46,
"screening_id": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"MATLAB",
"STL",
"数据结构",
"算法",
"操作系统",
"Windows编程环境",
"Linux编程环境",
"MySQL",
"SQL",
"计算机网络",
"网络编程",
"TCP",
"UDP",
"IP",
"信号处理算法",
"Qt",
"QSS",
"QML",
"VS",
"PyCharm",
"常规调试",
"Git",
"多线程"
],
"consistency_score": 73,
"skills_in_summary_only": [
"C",
"C++",
"MATLAB",
"STL",
"操作系统",
"MySQL",
"SQL",
"Qt",
"QSS",
"QML"
],
"skills_without_evidence": [
"数据结构",
"Windows编程环境",
"Linux编程环境",
"计算机网络",
"网络编程",
"TCP",
"UDP",
"IP",
"信号处理算法",
"常规调试",
"多线程",
"动态链接库",
"FPGA交互",
"Power PC"
],
"skills_verified_in_projects": [
"算法",
"Qt",
"FPGA交互",
"VS",
"C",
"MATLAB",
"Power PC"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": null,
"years_experience": 2.5,
"estimated_work_start": 2024,
"expected_graduation_start": null
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 73,
"flags": [
{
"type": "skill_project_gap",
"detail": "14\/30 个声称技能在项目和摘要中均无体现: ['数据结构', 'Windows编程环境', 'Linux编程环境', '计算机网络', '网络编程', 'TCP', 'UDP', 'IP']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
}
],
"created_at": "2026-06-29T10:06:49.000000Z",
"resume": {
"id": 46,
"resource_id": 46,
"source_text_sha256": "6499f42050b958a5b6c150e6440dc1cc246571b39d9be36bca5b47c78f9e24e9",
"target_role": "C++",
"candidate_name": "崔亚民",
"age": null,
"phone": "+86 19884199436",
"email": "1546342923@qq.com",
"wechat": "",
"location": "",
"highest_degree": "硕士",
"school": "杭州电子科技大学",
"major": "通信工程",
"graduation_year": null,
"years_experience": 2,
"current_company": "山西潞安太阳能科技有限责任公司",
"current_title": "通信算法、C\/C++开发",
"skills_json": [
"C",
"C++",
"MATLAB",
"STL",
"数据结构",
"算法",
"操作系统",
"Windows编程环境",
"Linux编程环境",
"MySQL",
"SQL",
"计算机网络",
"网络编程",
"TCP",
"UDP",
"IP",
"信号处理算法",
"Qt",
"QSS",
"QML",
"VS",
"PyCharm",
"常规调试",
"Git",
"多线程",
"动态链接库",
"FPGA交互",
"Wireshark",
"嵌入式软件开发",
"Power PC"
],
"summary": "崔亚民，硕士学历，杭州电子科技大学通信工程专业在读，本科毕业于长治学院电子信息科学与技术专业。2019.07至2021.12曾在山西潞安太阳能科技有限责任公司工作。项目经历包括密集信号侦察识别系统、信号采集与分析能力、超短波接收机等，涉及通信算法、C\/C++开发、Qt开发和嵌入式软件开发。技能包括C\/C++、MATLAB、STL、操作系统、MySQL、网络协议、信号处理、Qt\/QSS\/QML、VS、PyCharm、Git、Wireshark等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/09c81541d83bdd76_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/09c81541d83bdd76_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T05:53:03.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 80,
"mysql_resume_id": 46,
"candidate_name": "崔亚民",
"age": null,
"highest_degree": "硕士",
"school": "杭州电子科技大学",
"years_experience": 2.5,
"location": "",
"current_company": "山西潞安太阳能科技有限责任公司",
"skills": [
"C",
"C++",
"MATLAB",
"STL",
"数据结构",
"算法",
"操作系统",
"Windows编程环境",
"Linux编程环境",
"MySQL",
"SQL",
"计算机网络",
"网络编程",
"TCP",
"UDP",
"IP",
"信号处理算法",
"Qt",
"QSS",
"QML",
"VS",
"PyCharm",
"常规调试",
"Git",
"多线程"
],
"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": "硕士",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际2.5年",
"matched": false,
"evidence": "2.5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: arm, 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": "warning",
"redline_linux": "pass",
"redline_location": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 33,
"hard_all_pass": false,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "14\/30 个声称技能在项目和摘要中均无体现: ['数据结构', 'Windows编程环境', 'Linux编程环境', '计算机网络', '网络编程', 'TCP', 'UDP', 'IP']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": null,
"years_experience": 2.5,
"estimated_work_start": 2024,
"expected_graduation_start": null
},
"overall_consistency": 73,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"MATLAB",
"STL",
"数据结构",
"算法",
"操作系统",
"Windows编程环境",
"Linux编程环境",
"MySQL",
"SQL",
"计算机网络",
"网络编程",
"TCP",
"UDP",
"IP",
"信号处理算法",
"Qt",
"QSS",
"QML",
"VS",
"PyCharm",
"常规调试",
"Git",
"多线程"
],
"consistency_score": 73,
"skills_in_summary_only": [
"C",
"C++",
"MATLAB",
"STL",
"操作系统",
"MySQL",
"SQL",
"Qt",
"QSS",
"QML"
],
"skills_without_evidence": [
"数据结构",
"Windows编程环境",
"Linux编程环境",
"计算机网络",
"网络编程",
"TCP",
"UDP",
"IP",
"信号处理算法",
"常规调试",
"多线程",
"动态链接库",
"FPGA交互",
"Power PC"
],
"skills_verified_in_projects": [
"算法",
"Qt",
"FPGA交互",
"VS",
"C",
"MATLAB",
"Power PC"
]
}
},
"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": "2026-06-29T10:06:49.000000Z",
"updated_at": "2026-06-29T10:43:21.000000Z",
"overall_score": "{\"composite\": 62.7, \"stability\": 53, \"pace_match\": 68, \"tech_power\": 55, \"salary_match\": 78, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"tech_borderline\", \"detail\": \"技术力偏低(评分55\/100)，建议技术面重点考察\", \"severity\": \"medium\"}, {\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分53\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "reject",
"score_breakdown": "{\"stability\": {\"score\": 53, \"weight\": 0.25, \"rationale\": \"基于2.5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\": 68, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 2.5年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 55, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 2.5年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 73%\"], \"rationale\": \"硬性条件匹配 + 经验2.5年 + 7个项目 + 一致性73%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 78, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据2.5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\"}}"
}
}