交叉验证
#32
张
张靖宇
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2022
years_experience
4
estimated_work_start
2022
expected_graduation_start
2044
技能-项目一致性
得分
75
声称技能 (25)
C
C++
Qt
GUI
Android
Java
MVVM
Vue3
ElementUI
B
S架构
Python
Shell
API接口服务
Docker
Anaconda
Git
GitLab
Gerrit
SVN
Postman
OpenCV
OpenGL
图像处理
算法
项目中验证 (15)
OpenCV
B
算法
MVVM
Python
C++
I
O流
GUI
Redis
OpenGL
CAN信号
Json
C
Uvicorn
仅在摘要中 (10)
C
C++
Qt
GUI
Android
Java
Python
Docker
Git
OpenCV
无证据 (15)
MVVM
Vue3
ElementUI
B
S架构
Shell
API接口服务
Anaconda
GitLab
Gerrit
SVN
Postman
图像处理
FFmpeg
VLC
矛盾/可疑信号
skill_project_gap
high
25/40 个声称技能在项目和摘要中均无体现: ['MVVM', 'Vue3', 'ElementUI', 'B', 'S架构', 'Shell', 'API接口服务', 'Anaconda']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2022年，经验4.0年，推算开始工作年份与预期毕业年份偏差0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": 32,
"mysql_resume_id": 94,
"screening_id": 32,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Qt",
"GUI",
"Android",
"Java",
"MVVM",
"Vue3",
"ElementUI",
"B",
"S架构",
"Python",
"Shell",
"API接口服务",
"Docker",
"Anaconda",
"Git",
"GitLab",
"Gerrit",
"SVN",
"Postman",
"OpenCV",
"OpenGL",
"图像处理",
"算法"
],
"consistency_score": 75,
"skills_in_summary_only": [
"C",
"C++",
"Qt",
"GUI",
"Android",
"Java",
"Python",
"Docker",
"Git",
"OpenCV"
],
"skills_without_evidence": [
"MVVM",
"Vue3",
"ElementUI",
"B",
"S架构",
"Shell",
"API接口服务",
"Anaconda",
"GitLab",
"Gerrit",
"SVN",
"Postman",
"图像处理",
"FFmpeg",
"VLC"
],
"skills_verified_in_projects": [
"OpenCV",
"B",
"算法",
"MVVM",
"Python",
"C++",
"I",
"O流",
"GUI",
"Redis",
"OpenGL",
"CAN信号",
"Json",
"C",
"Uvicorn"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2022,
"years_experience": 4,
"estimated_work_start": 2022,
"expected_graduation_start": 2044
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 75,
"flags": [
{
"type": "skill_project_gap",
"detail": "25\/40 个声称技能在项目和摘要中均无体现: ['MVVM', 'Vue3', 'ElementUI', 'B', 'S架构', 'Shell', 'API接口服务', 'Anaconda']",
"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4.0年，推算开始工作年份与预期毕业年份偏差0年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:24.000000Z",
"resume": {
"id": 94,
"resource_id": 94,
"source_text_sha256": "345b288fbb2b1c57424abf2af1aea7c9893dac02544ef7181aac687bbb75071b",
"candidate_name": "张靖宇",
"age": 25,
"phone": "13033069692",
"email": "2282798930@qq.com",
"wechat": "",
"location": "苏州FBY",
"highest_degree": "本科",
"school": "安徽工业大学",
"major": "网络工程",
"graduation_year": 2022,
"years_experience": 4,
"current_company": "浙江华感科技有限公司",
"current_title": "嵌入式软件应用开发",
"skills_json": [
"C",
"C++",
"Qt",
"GUI",
"Android",
"Java",
"MVVM",
"Vue3",
"ElementUI",
"B",
"S架构",
"Python",
"Shell",
"API接口服务",
"Docker",
"Anaconda",
"Git",
"GitLab",
"Gerrit",
"SVN",
"Postman",
"OpenCV",
"OpenGL",
"图像处理",
"算法",
"FFmpeg",
"VLC",
"Redis",
"YOLOv5",
"PyTorch",
"FastAPI",
"Uvicorn",
"C++ native",
"Android App",
"测试用例",
"Json",
"I",
"O流",
"CAN信号",
"视频推流"
],
"summary": "张靖宇，本科学历，安徽工业大学计算机科学与技术学院网络工程专业，2018-2022年就读。具备4年工作经验，经历包括华勤技术股份有限公司影像开发工程师、应用软件开发工程师，以及浙江华感科技有限公司嵌入式软件应用开发。主要使用C\/C++、Qt GUI、Android Java、Python FastAPI、OpenCV、OpenGL、Redis、Docker、Git等技术，参与AI视觉、车机应用、CameraApp和嵌入式GUI模块开发。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/5b2b6d5aaefe9acc_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/5b2b6d5aaefe9acc_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:08:20.000000Z",
"updated_at": "2026-06-29T08:08:20.000000Z",
"deleted_at": null
},
"screening": {
"id": 32,
"mysql_resume_id": 94,
"candidate_name": "张靖宇",
"age": 25,
"highest_degree": "本科",
"school": "安徽工业大学",
"years_experience": 4,
"location": "苏州FBY",
"current_company": "浙江华感科技有限公司",
"skills": [
"C",
"C++",
"Qt",
"GUI",
"Android",
"Java",
"MVVM",
"Vue3",
"ElementUI",
"B",
"S架构",
"Python",
"Shell",
"API接口服务",
"Docker",
"Anaconda",
"Git",
"GitLab",
"Gerrit",
"SVN",
"Postman",
"OpenCV",
"OpenGL",
"图像处理",
"算法"
],
"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4.0年",
"matched": true,
"evidence": "4.0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": 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": 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": "weak",
"redline_location": "pass",
"redline_single_day_off": "pending_interview",
"match_score": 66,
"hard_all_pass": false,
"bonus_hit_count": 2,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "25\/40 个声称技能在项目和摘要中均无体现: ['MVVM', 'Vue3', 'ElementUI', 'B', 'S架构', 'Shell', 'API接口服务', 'Anaconda']",
"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4.0年，推算开始工作年份与预期毕业年份偏差0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": 0,
"timeline_ok": true,
"graduation_year": 2022,
"years_experience": 4,
"estimated_work_start": 2022,
"expected_graduation_start": 2044
},
"overall_consistency": 75,
"skill_contradictions": [],
"field_completeness_pct": 100,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Qt",
"GUI",
"Android",
"Java",
"MVVM",
"Vue3",
"ElementUI",
"B",
"S架构",
"Python",
"Shell",
"API接口服务",
"Docker",
"Anaconda",
"Git",
"GitLab",
"Gerrit",
"SVN",
"Postman",
"OpenCV",
"OpenGL",
"图像处理",
"算法"
],
"consistency_score": 75,
"skills_in_summary_only": [
"C",
"C++",
"Qt",
"GUI",
"Android",
"Java",
"Python",
"Docker",
"Git",
"OpenCV"
],
"skills_without_evidence": [
"MVVM",
"Vue3",
"ElementUI",
"B",
"S架构",
"Shell",
"API接口服务",
"Anaconda",
"GitLab",
"Gerrit",
"SVN",
"Postman",
"图像处理",
"FFmpeg",
"VLC"
],
"skills_verified_in_projects": [
"OpenCV",
"B",
"算法",
"MVVM",
"Python",
"C++",
"I",
"O流",
"GUI",
"Redis",
"OpenGL",
"CAN信号",
"Json",
"C",
"Uvicorn"
]
}
},
"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": "2026-06-29T10:06:24.000000Z",
"updated_at": "2026-06-29T10:42:48.000000Z",
"overall_score": "{\"composite\": 76.2, \"stability\": 53, \"pace_match\": 88, \"tech_power\": 80, \"salary_match\": 87, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分53\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "approve",
"score_breakdown": "{\"stability\": {\"score\": 53, \"weight\": 0.25, \"rationale\": \"基于4.0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 + 4.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 80, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 4.0年\", \"Linux: 弱\", \"加分: 2\/3\", \"交叉验证一致性: 75%\"], \"rationale\": \"硬性条件匹配 + 经验4.0年 + 15个项目 + 一致性75%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 87, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据4.0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\"}}"
}
}