交叉验证
#41
陶
陶传会
学历-经验时间线
gap_years
2
timeline_ok
是
graduation_year
2014
years_experience
10
estimated_work_start
2016
expected_graduation_start
2036
技能-项目一致性
得分
53
声称技能 (25)
Linux
x86
powerpc
arm
软件开发流程
文档输出
C
C++
Python
Shell
Lua
多线程编程
网络编程
TCP
UDP
HTTP
数据结构
设计模式
数据加密
嵌入式软件开发
modbus
uart
rs232
Linux底层架构
文件系统
项目中验证 (11)
pcap
wireshark
TCP
lsf
ceph
kernel
C++
C
数据加密
restful
live555
仅在摘要中 (10)
Linux
C
C++
Python
Shell
Lua
网络编程
openssl
Mysql
Redis
无证据 (15)
x86
powerpc
arm
软件开发流程
文档输出
多线程编程
TCP
UDP
HTTP
数据结构
设计模式
嵌入式软件开发
modbus
uart
rs232
矛盾/可疑信号
skill_project_gap
high
21/39 个声称技能在项目和摘要中均无体现: ['x86', 'powerpc', 'arm', '软件开发流程', '文档输出', '多线程编程', 'TCP', 'UDP']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2014年，经验10.0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
skill_platform_contradiction
high
技能/项目经历中平台技术栈与岗位Linux要求不匹配
建议：需面试确认是否有 Linux 经验
技能水平矛盾
Linux
medium
声称：技能列表中声称
证据：项目经历中没有提及 Linux 相关开发
完整原始数据
{
"id": 41,
"mysql_resume_id": 79,
"screening_id": 41,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"Linux",
"x86",
"powerpc",
"arm",
"软件开发流程",
"文档输出",
"C",
"C++",
"Python",
"Shell",
"Lua",
"多线程编程",
"网络编程",
"TCP",
"UDP",
"HTTP",
"数据结构",
"设计模式",
"数据加密",
"嵌入式软件开发",
"modbus",
"uart",
"rs232",
"Linux底层架构",
"文件系统"
],
"consistency_score": 53,
"skills_in_summary_only": [
"Linux",
"C",
"C++",
"Python",
"Shell",
"Lua",
"网络编程",
"openssl",
"Mysql",
"Redis"
],
"skills_without_evidence": [
"x86",
"powerpc",
"arm",
"软件开发流程",
"文档输出",
"多线程编程",
"TCP",
"UDP",
"HTTP",
"数据结构",
"设计模式",
"嵌入式软件开发",
"modbus",
"uart",
"rs232"
],
"skills_verified_in_projects": [
"pcap",
"wireshark",
"TCP",
"lsf",
"ceph",
"kernel",
"C++",
"C",
"数据加密",
"restful",
"live555"
]
},
"education_timeline": {
"gap_years": 2,
"timeline_ok": true,
"graduation_year": 2014,
"years_experience": 10,
"estimated_work_start": 2016,
"expected_graduation_start": 2036
},
"salary_location_check": null,
"skill_level_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"overall_consistency": 53,
"flags": [
{
"type": "skill_project_gap",
"detail": "21\/39 个声称技能在项目和摘要中均无体现: ['x86', 'powerpc', 'arm', '软件开发流程', '文档输出', '多线程编程', 'TCP', 'UDP']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2014年，经验10.0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"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"created_at": "2026-06-29T10:06:28.000000Z",
"resume": {
"id": 79,
"resource_id": 79,
"source_text_sha256": "7ca33616bcd87a3da8869d056755be261514e70f5ceba209633a324f98d008e4",
"target_role": "C++",
"candidate_name": "陶传会",
"age": null,
"phone": "15962266890",
"email": "taochuanhui2007@126.com",
"wechat": "",
"location": "上海",
"highest_degree": "硕士",
"school": "沈阳理工大学",
"major": "计算机软件与理论",
"graduation_year": 2014,
"years_experience": 10,
"current_company": "合芯科技有限公司",
"current_title": "平台软件架构&开发",
"skills_json": [
"Linux",
"x86",
"powerpc",
"arm",
"软件开发流程",
"文档输出",
"C",
"C++",
"Python",
"Shell",
"Lua",
"多线程编程",
"网络编程",
"TCP",
"UDP",
"HTTP",
"数据结构",
"设计模式",
"数据加密",
"嵌入式软件开发",
"modbus",
"uart",
"rs232",
"Linux底层架构",
"文件系统",
"kernel",
"ceph",
"openssl",
"lsf",
"slurm",
"集群调度器",
"Mysql",
"Redis",
"QT",
"restful",
"websocket",
"wireshark",
"live555",
"pcap"
],
"summary": "陶传会，硕士学历，2014年毕业于沈阳理工大学计算机软件与理论专业。原文写有10年Linux系统软件开发经验，经历合芯科技、苏州华启智能、上海淘米网络等公司，涉及IC设计\/数据存储、轨道交通、游戏行业。技能包括C\/C++、Python、Shell、Lua、Linux、网络编程、数据加密、嵌入式开发、Mysql、Redis、ceph、openssl、lsf等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/33d7939c76f9e46b_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/33d7939c76f9e46b_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:53:09.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 41,
"mysql_resume_id": 79,
"candidate_name": "陶传会",
"age": null,
"highest_degree": "硕士",
"school": "沈阳理工大学",
"years_experience": 10,
"location": "上海",
"current_company": "合芯科技有限公司",
"skills": [
"Linux",
"x86",
"powerpc",
"arm",
"软件开发流程",
"文档输出",
"C",
"C++",
"Python",
"Shell",
"Lua",
"多线程编程",
"网络编程",
"TCP",
"UDP",
"HTTP",
"数据结构",
"设计模式",
"数据加密",
"嵌入式软件开发",
"modbus",
"uart",
"rs232",
"Linux底层架构",
"文件系统"
],
"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10.0年",
"matched": true,
"evidence": "10.0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": 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": "pass",
"redline_linux": "pass",
"redline_location": "risk",
"redline_single_day_off": "pending_interview",
"match_score": 56,
"hard_all_pass": false,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "21\/39 个声称技能在项目和摘要中均无体现: ['x86', 'powerpc', 'arm', '软件开发流程', '文档输出', '多线程编程', 'TCP', 'UDP']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2014年，经验10.0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"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 2,
"timeline_ok": true,
"graduation_year": 2014,
"years_experience": 10,
"estimated_work_start": 2016,
"expected_graduation_start": 2036
},
"overall_consistency": 53,
"skill_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"Linux",
"x86",
"powerpc",
"arm",
"软件开发流程",
"文档输出",
"C",
"C++",
"Python",
"Shell",
"Lua",
"多线程编程",
"网络编程",
"TCP",
"UDP",
"HTTP",
"数据结构",
"设计模式",
"数据加密",
"嵌入式软件开发",
"modbus",
"uart",
"rs232",
"Linux底层架构",
"文件系统"
],
"consistency_score": 53,
"skills_in_summary_only": [
"Linux",
"C",
"C++",
"Python",
"Shell",
"Lua",
"网络编程",
"openssl",
"Mysql",
"Redis"
],
"skills_without_evidence": [
"x86",
"powerpc",
"arm",
"软件开发流程",
"文档输出",
"多线程编程",
"TCP",
"UDP",
"HTTP",
"数据结构",
"设计模式",
"嵌入式软件开发",
"modbus",
"uart",
"rs232"
],
"skills_verified_in_projects": [
"pcap",
"wireshark",
"TCP",
"lsf",
"ceph",
"kernel",
"C++",
"C",
"数据加密",
"restful",
"live555"
]
}
},
"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": "2026-06-29T10:06:28.000000Z",
"updated_at": "2026-06-29T10:42:57.000000Z",
"overall_score": "{\"composite\": 73.5, \"stability\": 73, \"pace_match\": 61, \"tech_power\": 85, \"salary_match\": 68, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分61\/100)\", \"severity\": \"medium\"}, {\"type\": \"salary_slightly_over\", \"detail\": \"薪资略超预算(匹配度68\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 73, \"weight\": 0.25, \"rationale\": \"基于10.0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: 上海 + 普通 + 10.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 85, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 10.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 53%\"], \"rationale\": \"硬性条件匹配 + 经验10.0年 + 11个项目 + 一致性53%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 68, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据10.0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\"}}"
}
}