交叉验证
#96
毕
毕国盛
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2023
years_experience
3
estimated_work_start
2023
expected_graduation_start
2045
技能-项目一致性
得分
24
声称技能 (25)
C++
面向对象编程
类
继承
多态
封装
模块化程序设计
代码调试
内存管理
指针
引用
Linux
Ubuntu20
文件操作
进程管理
权限配置
日志排查
Vue3
JavaScript
原型链
闭包
泛型
Python
MySQL
索引
噪声技能 (2)
事务
锁
项目中验证 (2)
C++
Linux
仅在摘要中 (7)
C++
Linux
Vue3
JavaScript
Python
MySQL
OpenCV
无证据 (15)
面向对象编程
类
继承
多态
封装
模块化程序设计
代码调试
内存管理
指针
引用
Ubuntu20
文件操作
进程管理
权限配置
日志排查
矛盾/可疑信号
skill_project_gap
high
30/37 个声称技能在项目和摘要中均无体现: ['面向对象编程', '类', '继承', '多态', '封装', '模块化程序设计', '代码调试', '内存管理']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2023年，经验3.0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": 96,
"mysql_resume_id": 44,
"screening_id": 96,
"skill_project_consistency": {
"noisy_skills": [
"事务",
"锁"
],
"claimed_skills": [
"C++",
"面向对象编程",
"类",
"继承",
"多态",
"封装",
"模块化程序设计",
"代码调试",
"内存管理",
"指针",
"引用",
"Linux",
"Ubuntu20",
"文件操作",
"进程管理",
"权限配置",
"日志排查",
"Vue3",
"JavaScript",
"原型链",
"闭包",
"泛型",
"Python",
"MySQL",
"索引"
],
"consistency_score": 24,
"skills_in_summary_only": [
"C++",
"Linux",
"Vue3",
"JavaScript",
"Python",
"MySQL",
"OpenCV"
],
"skills_without_evidence": [
"面向对象编程",
"类",
"继承",
"多态",
"封装",
"模块化程序设计",
"代码调试",
"内存管理",
"指针",
"引用",
"Ubuntu20",
"文件操作",
"进程管理",
"权限配置",
"日志排查"
],
"skills_verified_in_projects": [
"C++",
"Linux"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2023,
"years_experience": 3,
"estimated_work_start": 2023,
"expected_graduation_start": 2045
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 24,
"flags": [
{
"type": "skill_project_gap",
"detail": "30\/37 个声称技能在项目和摘要中均无体现: ['面向对象编程', '类', '继承', '多态', '封装', '模块化程序设计', '代码调试', '内存管理']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2023年，经验3.0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": "2026-06-29T10:06:56.000000Z",
"resume": {
"id": 44,
"resource_id": 44,
"source_text_sha256": "b713673e9a0208f0fc1ded6acb479f2f6212efb999a772a8d7b2ae4697fdcfda",
"target_role": "C++",
"candidate_name": "毕国盛",
"age": null,
"phone": "18054332314",
"email": "ybi1998@163.com",
"wechat": "",
"location": "上海",
"highest_degree": "硕士",
"school": "海南大学",
"major": "电子信息",
"graduation_year": 2023,
"years_experience": 3,
"current_company": "比亚迪汽车工业有限公司",
"current_title": "C\/C++",
"skills_json": [
"C++",
"面向对象编程",
"类",
"继承",
"多态",
"封装",
"模块化程序设计",
"代码调试",
"内存管理",
"指针",
"引用",
"Linux",
"Ubuntu20",
"文件操作",
"进程管理",
"权限配置",
"日志排查",
"Vue3",
"JavaScript",
"原型链",
"闭包",
"泛型",
"Python",
"MySQL",
"事务",
"索引",
"锁",
"分库分表",
"后端接口开发",
"数据库调优",
"跨团队协作",
"项目管理",
"线上问题排查",
"TypeScript",
"Vite",
"vue-router",
"Pinia",
"element-plus",
"OpenCV"
],
"summary": "毕国盛，硕士毕业于海南大学电子信息专业，本科毕业于滨州学院电子信息工程专业，具有3年工作经验。2023年7月至2026年3月在比亚迪汽车工业有限公司从事C\/C++相关工作，负责AR-HUD软件功能开发、MCU数据转发与控制、自动化测试工具、DLP图像校正、部门信息化系统及ALM\/PLM推进。熟悉C++、Linux、Vue3、JavaScript、Python、MySQL、OpenCV等技术。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/6d22f479da83f4c7_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/6d22f479da83f4c7_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T05:51:17.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 96,
"mysql_resume_id": 44,
"candidate_name": "毕国盛",
"age": null,
"highest_degree": "硕士",
"school": "海南大学",
"years_experience": 3,
"location": "上海",
"current_company": "比亚迪汽车工业有限公司",
"skills": [
"C++",
"面向对象编程",
"类",
"继承",
"多态",
"封装",
"模块化程序设计",
"代码调试",
"内存管理",
"指针",
"引用",
"Linux",
"Ubuntu20",
"文件操作",
"进程管理",
"权限配置",
"日志排查",
"Vue3",
"JavaScript",
"原型链",
"闭包",
"泛型",
"Python",
"MySQL",
"索引"
],
"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3.0年",
"matched": true,
"evidence": "3.0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": true,
"evidence": "命中: opencv, 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": "weak",
"redline_location": "risk",
"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": "30\/37 个声称技能在项目和摘要中均无体现: ['面向对象编程', '类', '继承', '多态', '封装', '模块化程序设计', '代码调试', '内存管理']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2023年，经验3.0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": 2023,
"years_experience": 3,
"estimated_work_start": 2023,
"expected_graduation_start": 2045
},
"overall_consistency": 24,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [
"事务",
"锁"
],
"claimed_skills": [
"C++",
"面向对象编程",
"类",
"继承",
"多态",
"封装",
"模块化程序设计",
"代码调试",
"内存管理",
"指针",
"引用",
"Linux",
"Ubuntu20",
"文件操作",
"进程管理",
"权限配置",
"日志排查",
"Vue3",
"JavaScript",
"原型链",
"闭包",
"泛型",
"Python",
"MySQL",
"索引"
],
"consistency_score": 24,
"skills_in_summary_only": [
"C++",
"Linux",
"Vue3",
"JavaScript",
"Python",
"MySQL",
"OpenCV"
],
"skills_without_evidence": [
"面向对象编程",
"类",
"继承",
"多态",
"封装",
"模块化程序设计",
"代码调试",
"内存管理",
"指针",
"引用",
"Ubuntu20",
"文件操作",
"进程管理",
"权限配置",
"日志排查"
],
"skills_verified_in_projects": [
"C++",
"Linux"
]
}
},
"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": "2026-06-29T10:06:56.000000Z",
"updated_at": "2026-06-29T10:43:24.000000Z",
"overall_score": "{\"composite\": 59.6, \"stability\": 53, \"pace_match\": 56, \"tech_power\": 50, \"salary_match\": 82, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"tech_borderline\", \"detail\": \"技术力偏低(评分50\/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\"}, {\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分56\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "reject",
"score_breakdown": "{\"stability\": {\"score\": 53, \"weight\": 0.25, \"rationale\": \"基于3.0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: 上海 + 普通 + 3.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 50, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 3.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 24%\"], \"rationale\": \"硬性条件匹配 + 经验3.0年 + 2个项目 + 一致性24%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 82, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据3.0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\"}}"
}
}