交叉验证
#65
代
代佩鑫
学历-经验时间线
gap_years
2
timeline_ok
是
graduation_year
2023
years_experience
5
estimated_work_start
2021
expected_graduation_start
2045
技能-项目一致性
得分
20
声称技能 (25)
C++
STL
Python
Shell
bat
数据结构
算法
排序算法
OSI七层模型
HTTP
HTTPS
TCP
UDP
IP
DNS
Socket网络编程
Linux I
O复用
Linux操作系统
进程管理
进程调度
中断机制
内存管理
Linux命令
Windows命令
项目中验证 (3)
C++
GCC
OpenGL
仅在摘要中 (5)
C++
Python
Redis
MySQL
OpenGL
无证据 (15)
STL
Shell
bat
数据结构
算法
排序算法
OSI七层模型
HTTP
HTTPS
TCP
UDP
IP
DNS
Socket网络编程
Linux I
矛盾/可疑信号
skill_project_gap
high
35/40 个声称技能在项目和摘要中均无体现: ['STL', 'Shell', 'bat', '数据结构', '算法', '排序算法', 'OSI七层模型', 'HTTP']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2023年，经验5.0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": 65,
"mysql_resume_id": 42,
"screening_id": 65,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"STL",
"Python",
"Shell",
"bat",
"数据结构",
"算法",
"排序算法",
"OSI七层模型",
"HTTP",
"HTTPS",
"TCP",
"UDP",
"IP",
"DNS",
"Socket网络编程",
"Linux I",
"O复用",
"Linux操作系统",
"进程管理",
"进程调度",
"中断机制",
"内存管理",
"Linux命令",
"Windows命令"
],
"consistency_score": 20,
"skills_in_summary_only": [
"C++",
"Python",
"Redis",
"MySQL",
"OpenGL"
],
"skills_without_evidence": [
"STL",
"Shell",
"bat",
"数据结构",
"算法",
"排序算法",
"OSI七层模型",
"HTTP",
"HTTPS",
"TCP",
"UDP",
"IP",
"DNS",
"Socket网络编程",
"Linux I"
],
"skills_verified_in_projects": [
"C++",
"GCC",
"OpenGL"
]
},
"education_timeline": {
"gap_years": 2,
"timeline_ok": true,
"graduation_year": 2023,
"years_experience": 5,
"estimated_work_start": 2021,
"expected_graduation_start": 2045
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 20,
"flags": [
{
"type": "skill_project_gap",
"detail": "35\/40 个声称技能在项目和摘要中均无体现: ['STL', 'Shell', 'bat', '数据结构', '算法', '排序算法', 'OSI七层模型', 'HTTP']",
"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5.0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": "2026-06-29T10:06:41.000000Z",
"resume": {
"id": 42,
"resource_id": 42,
"source_text_sha256": "8a98f84dc1c20a816b343b6389b97bdc09a024a5f7598194c3ca0e7142a161c4",
"target_role": "C++",
"candidate_name": "代佩鑫",
"age": null,
"phone": "17600971963",
"email": "dpx983062157@163.com",
"wechat": "",
"location": "北京",
"highest_degree": "硕士",
"school": "北京交通大学",
"major": "软件工程\/电子信息",
"graduation_year": 2023,
"years_experience": 5,
"current_company": "摩尔线程智能科技（上海）有限责任公司",
"current_title": "测试开发工程师（SWQA）",
"skills_json": [
"C++",
"STL",
"Python",
"Shell",
"bat",
"数据结构",
"算法",
"排序算法",
"OSI七层模型",
"HTTP",
"HTTPS",
"TCP",
"UDP",
"IP",
"DNS",
"Socket网络编程",
"Linux I",
"O复用",
"Linux操作系统",
"进程管理",
"进程调度",
"中断机制",
"内存管理",
"Linux命令",
"Windows命令",
"GCC",
"GDB",
"Vim",
"Git",
"Linux内核",
"Redis",
"MySQL",
"进程通信",
"死锁",
"图形渲染管线",
"Shader编程",
"Xorg",
"GoogleTest",
"pytest",
"OpenGL"
],
"summary": "代佩鑫，2023年毕业于北京交通大学软件工程\/电子信息专业硕士，2018年毕业于邢台学院电子信息科学与技术专业并取得工学学士，同时取得会计学第二学位管理学学士。2018.08至2021.07在中国联合网络通信有限公司北京市分公司从事佣金配置工作；2023.07至2025.06在摩尔线程智能科技（上海）有限责任公司任测试开发工程师，负责图形测试框架、API单元测试、自动化脚本、Windows CI、video编解码测试等。技能包括C++、Python、Linux、Redis、MySQL、OpenGL、Jenkins、CMake等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/9ab86a0623989345_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/9ab86a0623989345_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T05:49:42.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 65,
"mysql_resume_id": 42,
"candidate_name": "代佩鑫",
"age": null,
"highest_degree": "硕士",
"school": "北京交通大学",
"years_experience": 5,
"location": "北京",
"current_company": "摩尔线程智能科技（上海）有限责任公司",
"skills": [
"C++",
"STL",
"Python",
"Shell",
"bat",
"数据结构",
"算法",
"排序算法",
"OSI七层模型",
"HTTP",
"HTTPS",
"TCP",
"UDP",
"IP",
"DNS",
"Socket网络编程",
"Linux I",
"O复用",
"Linux操作系统",
"进程管理",
"进程调度",
"中断机制",
"内存管理",
"Linux命令",
"Windows命令"
],
"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5.0年",
"matched": true,
"evidence": "5.0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": true,
"evidence": "命中关键词(3\/5): linux, gdb, cmake",
"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": "pass",
"redline_location": "risk",
"redline_single_day_off": "pending_interview",
"match_score": 50,
"hard_all_pass": true,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "35\/40 个声称技能在项目和摘要中均无体现: ['STL', 'Shell', 'bat', '数据结构', '算法', '排序算法', 'OSI七层模型', 'HTTP']",
"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5.0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": 2023,
"years_experience": 5,
"estimated_work_start": 2021,
"expected_graduation_start": 2045
},
"overall_consistency": 20,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"STL",
"Python",
"Shell",
"bat",
"数据结构",
"算法",
"排序算法",
"OSI七层模型",
"HTTP",
"HTTPS",
"TCP",
"UDP",
"IP",
"DNS",
"Socket网络编程",
"Linux I",
"O复用",
"Linux操作系统",
"进程管理",
"进程调度",
"中断机制",
"内存管理",
"Linux命令",
"Windows命令"
],
"consistency_score": 20,
"skills_in_summary_only": [
"C++",
"Python",
"Redis",
"MySQL",
"OpenGL"
],
"skills_without_evidence": [
"STL",
"Shell",
"bat",
"数据结构",
"算法",
"排序算法",
"OSI七层模型",
"HTTP",
"HTTPS",
"TCP",
"UDP",
"IP",
"DNS",
"Socket网络编程",
"Linux I"
],
"skills_verified_in_projects": [
"C++",
"GCC",
"OpenGL"
]
}
},
"screening_verdict": "pending",
"screening_summary": "硬性条件通过但匹配度偏低(50%)，需人工判断",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:41.000000Z",
"updated_at": "2026-06-29T10:43:12.000000Z",
"overall_score": "{\"composite\": 69.7, \"stability\": 60, \"pace_match\": 61, \"tech_power\": 75, \"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61\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 60, \"weight\": 0.25, \"rationale\": \"基于5.0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\": 61, \"weight\": 0.2, \"rationale\": \"地点: 北京 + 普通 + 5.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 75, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 5.0年\", \"Linux: 通过\", \"加分: 0\/3\", \"交叉验证一致性: 20%\"], \"rationale\": \"硬性条件匹配 + 经验5.0年 + 3个项目 + 一致性20%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 80, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据5.0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\"}}"
}
}