交叉验证
#70
王
王明
学历-经验时间线
gap_years
1
timeline_ok
是
graduation_year
2017
years_experience
8
estimated_work_start
2018
expected_graduation_start
2039
技能-项目一致性
得分
48
声称技能 (25)
C
C++
Shell脚本
Python脚本
bat脚本
TCP
IP
网络编程
Linux内核
FreeRTOS
BLE蓝牙
Modbus
UART
CAN
MQTT
Linux软件开发调试
Arm架构
X86架构
信创国产化系统开发和适配
MySQL
高并发低延迟服务器
设计模式
STL
SVN
RPM包构建
项目中验证 (7)
Spec文件
PWM调速
CDP驱动
RPM包构建
C
I2C
BLE蓝牙
仅在摘要中 (10)
C
C++
TCP
IP
FreeRTOS
Modbus
UART
CAN
MQTT
MySQL
无证据 (15)
Shell脚本
Python脚本
bat脚本
网络编程
Linux内核
BLE蓝牙
Linux软件开发调试
Arm架构
X86架构
信创国产化系统开发和适配
高并发低延迟服务器
设计模式
STL
SVN
RPM包构建
矛盾/可疑信号
skill_project_gap
high
25/35 个声称技能在项目和摘要中均无体现: ['Shell脚本', 'Python脚本', 'bat脚本', '网络编程', 'Linux内核', 'BLE蓝牙', 'Linux软件开发调试', 'Arm架构']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2017年，经验8.0年，推算开始工作年份与预期毕业年份偏差1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": 70,
"mysql_resume_id": 85,
"screening_id": 70,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Shell脚本",
"Python脚本",
"bat脚本",
"TCP",
"IP",
"网络编程",
"Linux内核",
"FreeRTOS",
"BLE蓝牙",
"Modbus",
"UART",
"CAN",
"MQTT",
"Linux软件开发调试",
"Arm架构",
"X86架构",
"信创国产化系统开发和适配",
"MySQL",
"高并发低延迟服务器",
"设计模式",
"STL",
"SVN",
"RPM包构建"
],
"consistency_score": 48,
"skills_in_summary_only": [
"C",
"C++",
"TCP",
"IP",
"FreeRTOS",
"Modbus",
"UART",
"CAN",
"MQTT",
"MySQL"
],
"skills_without_evidence": [
"Shell脚本",
"Python脚本",
"bat脚本",
"网络编程",
"Linux内核",
"BLE蓝牙",
"Linux软件开发调试",
"Arm架构",
"X86架构",
"信创国产化系统开发和适配",
"高并发低延迟服务器",
"设计模式",
"STL",
"SVN",
"RPM包构建"
],
"skills_verified_in_projects": [
"Spec文件",
"PWM调速",
"CDP驱动",
"RPM包构建",
"C",
"I2C",
"BLE蓝牙"
]
},
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2017,
"years_experience": 8,
"estimated_work_start": 2018,
"expected_graduation_start": 2039
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 48,
"flags": [
{
"type": "skill_project_gap",
"detail": "25\/35 个声称技能在项目和摘要中均无体现: ['Shell脚本', 'Python脚本', 'bat脚本', '网络编程', 'Linux内核', 'BLE蓝牙', 'Linux软件开发调试', 'Arm架构']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2017年，经验8.0年，推算开始工作年份与预期毕业年份偏差1年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:43.000000Z",
"resume": {
"id": 85,
"resource_id": 85,
"source_text_sha256": "fa7f36a1517e2deafafb770718ba1459f2c47d00fcbb5f40c4bd43b0ab0fd0ae",
"target_role": "C++",
"candidate_name": "王明",
"age": 32,
"phone": "158-5198-7286",
"email": "ming852838729@163.com",
"wechat": "",
"location": "上海",
"highest_degree": "本科",
"school": "常州大学",
"major": "电子信息工程",
"graduation_year": 2017,
"years_experience": 8,
"current_company": "天津亚信信息科技有限公司",
"current_title": "",
"skills_json": [
"C",
"C++",
"Shell脚本",
"Python脚本",
"bat脚本",
"TCP",
"IP",
"网络编程",
"Linux内核",
"FreeRTOS",
"BLE蓝牙",
"Modbus",
"UART",
"CAN",
"MQTT",
"Linux软件开发调试",
"Arm架构",
"X86架构",
"信创国产化系统开发和适配",
"MySQL",
"高并发低延迟服务器",
"设计模式",
"STL",
"SVN",
"RPM包构建",
"rpmbuild",
"Spec文件",
"CDP驱动",
"PWM调速",
"ADC",
"滤波算法",
"低功耗设计",
"I2C",
"状态机",
"任务调度"
],
"summary": "王明，本科学历，2017年毕业于常州大学电子信息工程专业，所在地上海，8年开发工作经验。曾在苏州锋驰科技有限公司、上海数腾软件科技股份有限公司、天津亚信信息科技有限公司参与嵌入式控制系统、云迁移平台、数据复制平台、灾备平台及电信结算系统相关工作。技能包括C\/C++、Shell、Python、TCP\/IP、Linux、FreeRTOS、BLE、Modbus、UART、CAN、MQTT、MySQL、RPM构建和国产化系统适配。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/9379cda731ed8241_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/9379cda731ed8241_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:59:04.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 70,
"mysql_resume_id": 85,
"candidate_name": "王明",
"age": 32,
"highest_degree": "本科",
"school": "常州大学",
"years_experience": 8,
"location": "上海",
"current_company": "天津亚信信息科技有限公司",
"skills": [
"C",
"C++",
"Shell脚本",
"Python脚本",
"bat脚本",
"TCP",
"IP",
"网络编程",
"Linux内核",
"FreeRTOS",
"BLE蓝牙",
"Modbus",
"UART",
"CAN",
"MQTT",
"Linux软件开发调试",
"Arm架构",
"X86架构",
"信创国产化系统开发和适配",
"MySQL",
"高并发低延迟服务器",
"设计模式",
"STL",
"SVN",
"RPM包构建"
],
"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8.0年",
"matched": true,
"evidence": "8.0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": 36,
"hard_all_pass": false,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "25\/35 个声称技能在项目和摘要中均无体现: ['Shell脚本', 'Python脚本', 'bat脚本', '网络编程', 'Linux内核', 'BLE蓝牙', 'Linux软件开发调试', 'Arm架构']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2017年，经验8.0年，推算开始工作年份与预期毕业年份偏差1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": 1,
"timeline_ok": true,
"graduation_year": 2017,
"years_experience": 8,
"estimated_work_start": 2018,
"expected_graduation_start": 2039
},
"overall_consistency": 48,
"skill_contradictions": [],
"field_completeness_pct": 100,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Shell脚本",
"Python脚本",
"bat脚本",
"TCP",
"IP",
"网络编程",
"Linux内核",
"FreeRTOS",
"BLE蓝牙",
"Modbus",
"UART",
"CAN",
"MQTT",
"Linux软件开发调试",
"Arm架构",
"X86架构",
"信创国产化系统开发和适配",
"MySQL",
"高并发低延迟服务器",
"设计模式",
"STL",
"SVN",
"RPM包构建"
],
"consistency_score": 48,
"skills_in_summary_only": [
"C",
"C++",
"TCP",
"IP",
"FreeRTOS",
"Modbus",
"UART",
"CAN",
"MQTT",
"MySQL"
],
"skills_without_evidence": [
"Shell脚本",
"Python脚本",
"bat脚本",
"网络编程",
"Linux内核",
"BLE蓝牙",
"Linux软件开发调试",
"Arm架构",
"X86架构",
"信创国产化系统开发和适配",
"高并发低延迟服务器",
"设计模式",
"STL",
"SVN",
"RPM包构建"
],
"skills_verified_in_projects": [
"Spec文件",
"PWM调速",
"CDP驱动",
"RPM包构建",
"C",
"I2C",
"BLE蓝牙"
]
}
},
"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": "2026-06-29T10:06:43.000000Z",
"updated_at": "2026-06-29T10:43:13.000000Z",
"overall_score": "{\"composite\": 69.3, \"stability\": 67, \"pace_match\": 61, \"tech_power\": 72, \"salary_match\": 74, \"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74\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 67, \"weight\": 0.25, \"rationale\": \"基于8.0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 + 8.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 72, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 8.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 48%\"], \"rationale\": \"硬性条件匹配 + 经验8.0年 + 7个项目 + 一致性48%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 74, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据8.0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\"}}"
}
}