交叉验证
#34
张
张茹
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
years_experience
27
estimated_work_start
1999
expected_graduation_start
技能-项目一致性
得分
66
声称技能 (21)
C++
Qt
数据结构与算法
Linux编程开发环境
MATLAB
Python
Verilog
tcl脚本
OpenMP
FFTW
Eigen
QCustomPlot
Q3DSurface
WinPcap
TCP
UDP
多线程
GraphicsView
自动化测试脚本
功能测试
测试用例编写
项目中验证 (8)
OpenMP
Q3DSurface
Qt
FFTW
Eigen
多线程
WinPcap
QCustomPlot
仅在摘要中 (6)
C++
Qt
MATLAB
Python
自动化测试脚本
功能测试
无证据 (14)
数据结构与算法
Linux编程开发环境
Verilog
tcl脚本
OpenMP
FFTW
Eigen
QCustomPlot
Q3DSurface
WinPcap
TCP
UDP
GraphicsView
测试用例编写
矛盾/可疑信号
skill_project_gap
high
14/21 个声称技能在项目和摘要中均无体现: ['数据结构与算法', 'Linux编程开发环境', 'Verilog', 'tcl脚本', 'OpenMP', 'FFTW', 'Eigen', 'QCustomPlot']
建议：面试时验证这些技能的真实性
完整原始数据
{
"id": 34,
"mysql_resume_id": 76,
"screening_id": 34,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"Qt",
"数据结构与算法",
"Linux编程开发环境",
"MATLAB",
"Python",
"Verilog",
"tcl脚本",
"OpenMP",
"FFTW",
"Eigen",
"QCustomPlot",
"Q3DSurface",
"WinPcap",
"TCP",
"UDP",
"多线程",
"GraphicsView",
"自动化测试脚本",
"功能测试",
"测试用例编写"
],
"consistency_score": 66,
"skills_in_summary_only": [
"C++",
"Qt",
"MATLAB",
"Python",
"自动化测试脚本",
"功能测试"
],
"skills_without_evidence": [
"数据结构与算法",
"Linux编程开发环境",
"Verilog",
"tcl脚本",
"OpenMP",
"FFTW",
"Eigen",
"QCustomPlot",
"Q3DSurface",
"WinPcap",
"TCP",
"UDP",
"GraphicsView",
"测试用例编写"
],
"skills_verified_in_projects": [
"OpenMP",
"Q3DSurface",
"Qt",
"FFTW",
"Eigen",
"多线程",
"WinPcap",
"QCustomPlot"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": null,
"years_experience": 27,
"estimated_work_start": 1999,
"expected_graduation_start": null
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 66,
"flags": [
{
"type": "skill_project_gap",
"detail": "14\/21 个声称技能在项目和摘要中均无体现: ['数据结构与算法', 'Linux编程开发环境', 'Verilog', 'tcl脚本', 'OpenMP', 'FFTW', 'Eigen', 'QCustomPlot']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
}
],
"created_at": "2026-06-29T10:06:25.000000Z",
"resume": {
"id": 76,
"resource_id": 76,
"source_text_sha256": "b1665a92af46b7001cd8376f94a5295aa1fa3e62722a7d2370b691214c779b8f",
"target_role": "C++",
"candidate_name": "张茹",
"age": null,
"phone": "15069753423",
"email": "1635929866@qq.com",
"wechat": "",
"location": "山东省曲阜市",
"highest_degree": "硕士",
"school": "南京理工大学",
"major": "通信工程",
"graduation_year": null,
"years_experience": 27,
"current_company": "苏州异格技术有限公司",
"current_title": "软件测试开发工程师",
"skills_json": [
"C++",
"Qt",
"数据结构与算法",
"Linux编程开发环境",
"MATLAB",
"Python",
"Verilog",
"tcl脚本",
"OpenMP",
"FFTW",
"Eigen",
"QCustomPlot",
"Q3DSurface",
"WinPcap",
"TCP",
"UDP",
"多线程",
"GraphicsView",
"自动化测试脚本",
"功能测试",
"测试用例编写"
],
"summary": "张茹，硕士就读于南京理工大学通信工程专业，本科毕业于山东理工大学电子信息工程专业。曾在安徽华东光电技术研究所有限公司任软件开发工程师实习生，参与雷达系统软件开发、整机调试和测试数据分析；在苏州异格技术有限公司任软件测试开发工程师实习生，负责功能测试、测试用例、问题跟踪及自动化测试脚本。项目经历包括低空监视雷达和雷达软件化处理平台，涉及C++、Qt、Linux、MATLAB、Python、多线程、网络通信等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/8881537fd0dd18b4_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/8881537fd0dd18b4_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:49:51.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 34,
"mysql_resume_id": 76,
"candidate_name": "张茹",
"age": null,
"highest_degree": "硕士",
"school": "南京理工大学",
"years_experience": 27,
"location": "山东省曲阜市",
"current_company": "苏州异格技术有限公司",
"skills": [
"C++",
"Qt",
"数据结构与算法",
"Linux编程开发环境",
"MATLAB",
"Python",
"Verilog",
"tcl脚本",
"OpenMP",
"FFTW",
"Eigen",
"QCustomPlot",
"Q3DSurface",
"WinPcap",
"TCP",
"UDP",
"多线程",
"GraphicsView",
"自动化测试脚本",
"功能测试",
"测试用例编写"
],
"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27.0年",
"matched": true,
"evidence": "27.0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": 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": 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": "weak",
"redline_location": "risk",
"redline_single_day_off": "pending_interview",
"match_score": 46,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "14\/21 个声称技能在项目和摘要中均无体现: ['数据结构与算法', 'Linux编程开发环境', 'Verilog', 'tcl脚本', 'OpenMP', 'FFTW', 'Eigen', 'QCustomPlot']",
"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": 27,
"estimated_work_start": 1999,
"expected_graduation_start": null
},
"overall_consistency": 66,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"Qt",
"数据结构与算法",
"Linux编程开发环境",
"MATLAB",
"Python",
"Verilog",
"tcl脚本",
"OpenMP",
"FFTW",
"Eigen",
"QCustomPlot",
"Q3DSurface",
"WinPcap",
"TCP",
"UDP",
"多线程",
"GraphicsView",
"自动化测试脚本",
"功能测试",
"测试用例编写"
],
"consistency_score": 66,
"skills_in_summary_only": [
"C++",
"Qt",
"MATLAB",
"Python",
"自动化测试脚本",
"功能测试"
],
"skills_without_evidence": [
"数据结构与算法",
"Linux编程开发环境",
"Verilog",
"tcl脚本",
"OpenMP",
"FFTW",
"Eigen",
"QCustomPlot",
"Q3DSurface",
"WinPcap",
"TCP",
"UDP",
"GraphicsView",
"测试用例编写"
],
"skills_verified_in_projects": [
"OpenMP",
"Q3DSurface",
"Qt",
"FFTW",
"Eigen",
"多线程",
"WinPcap",
"QCustomPlot"
]
}
},
"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": "2026-06-29T10:06:25.000000Z",
"updated_at": "2026-06-29T10:43:04.000000Z",
"overall_score": "{\"composite\": 72.0, \"stability\": 88, \"pace_match\": 48, \"tech_power\": 80, \"salary_match\": 62, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"pace_mismatch\", \"detail\": \"节奏匹配度低(评分48\/100)\", \"severity\": \"high\"}, {\"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\": 88, \"weight\": 0.25, \"rationale\": \"基于27.0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\": 48, \"weight\": 0.2, \"rationale\": \"地点: 山东省曲阜市 + 普通 + 27.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 80, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 27.0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 66%\"], \"rationale\": \"硬性条件匹配 + 经验27.0年 + 8个项目 + 一致性66%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 62, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据27.0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\"}}"
}
}