交叉验证
#40
严
严明圳
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2019
years_experience
7
estimated_work_start
2019
expected_graduation_start
2041
技能-项目一致性
得分
87
声称技能 (24)
英语
C
C++
Python
软件工程
Linux内核
架构设计
Chromium
鸿蒙系统
mksh
toybox
CI
CD
Unix命令
路由器
深度报文数据流特征
内核报文转发
软件加速
硬件加速
多核并发
数据竞争
五元组
模块化插件
热升级
项目中验证 (14)
Chromium
CI
Unix命令
Linux内核
toybox
硬件加速
路由器
深度报文数据流特征
CD
软件加速
内核报文转发
C
mksh
鸿蒙系统
仅在摘要中 (7)
C
C++
Python
软件工程
Linux内核
架构设计
Chromium
无证据 (9)
英语
CI
CD
Unix命令
多核并发
数据竞争
五元组
模块化插件
热升级
矛盾/可疑信号
timeline_anomaly
medium
毕业2019年，经验7.0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": 40,
"mysql_resume_id": 70,
"screening_id": 40,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"英语",
"C",
"C++",
"Python",
"软件工程",
"Linux内核",
"架构设计",
"Chromium",
"鸿蒙系统",
"mksh",
"toybox",
"CI",
"CD",
"Unix命令",
"路由器",
"深度报文数据流特征",
"内核报文转发",
"软件加速",
"硬件加速",
"多核并发",
"数据竞争",
"五元组",
"模块化插件",
"热升级"
],
"consistency_score": 87,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"软件工程",
"Linux内核",
"架构设计",
"Chromium"
],
"skills_without_evidence": [
"英语",
"CI",
"CD",
"Unix命令",
"多核并发",
"数据竞争",
"五元组",
"模块化插件",
"热升级"
],
"skills_verified_in_projects": [
"Chromium",
"CI",
"Unix命令",
"Linux内核",
"toybox",
"硬件加速",
"路由器",
"深度报文数据流特征",
"CD",
"软件加速",
"内核报文转发",
"C",
"mksh",
"鸿蒙系统"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2019,
"years_experience": 7,
"estimated_work_start": 2019,
"expected_graduation_start": 2041
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 87,
"flags": [
{
"type": "timeline_anomaly",
"detail": "毕业2019年，经验7.0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": "2026-06-29T10:06:28.000000Z",
"resume": {
"id": 70,
"resource_id": 70,
"source_text_sha256": "81586e6fe6e16abde540a63cbf7c4c829f22e3617e6c463a7258178e7c2feed2",
"target_role": "C++",
"candidate_name": "严明圳",
"age": null,
"phone": "",
"email": "",
"wechat": "",
"location": "武汉",
"highest_degree": "硕士",
"school": "纽约大学",
"major": "计算机科学",
"graduation_year": 2019,
"years_experience": 7,
"current_company": "华为技术有限公司",
"current_title": "软件工程师",
"skills_json": [
"英语",
"C",
"C++",
"Python",
"软件工程",
"Linux内核",
"架构设计",
"Chromium",
"鸿蒙系统",
"mksh",
"toybox",
"CI",
"CD",
"Unix命令",
"路由器",
"深度报文数据流特征",
"内核报文转发",
"软件加速",
"硬件加速",
"多核并发",
"数据竞争",
"五元组",
"模块化插件",
"热升级"
],
"summary": "严明圳，硕士学历，纽约大学计算机科学专业2019年毕业，本科毕业于武汉大学计算机科学与技术专业。2019年12月至2026年2月在华为技术有限公司任软件工程师，工作地点武汉，工作年限7年。经历包括鸿蒙Web内核南向适配与性能优化、鸿蒙基础工具链维护、路由器运营商定制化平台、路由器下挂设备业务识别与管控系统等项目，涉及C\/C++、Python、Linux内核、Chromium、鸿蒙系统、架构设计等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/3b2d8611af0d2b45_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/3b2d8611af0d2b45_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:34:38.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 40,
"mysql_resume_id": 70,
"candidate_name": "严明圳",
"age": null,
"highest_degree": "硕士",
"school": "纽约大学",
"years_experience": 7,
"location": "武汉",
"current_company": "华为技术有限公司",
"skills": [
"英语",
"C",
"C++",
"Python",
"软件工程",
"Linux内核",
"架构设计",
"Chromium",
"鸿蒙系统",
"mksh",
"toybox",
"CI",
"CD",
"Unix命令",
"路由器",
"深度报文数据流特征",
"内核报文转发",
"软件加速",
"硬件加速",
"多核并发",
"数据竞争",
"五元组",
"模块化插件",
"热升级"
],
"parse_quality_score": 80,
"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7.0年",
"matched": true,
"evidence": "7.0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": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_driver": {
"label": "加分项",
"detail": "加分项：驱动开发经验",
"matched": true,
"evidence": "命中: 内核",
"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": "timeline_anomaly",
"detail": "毕业2019年，经验7.0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": 2019,
"years_experience": 7,
"estimated_work_start": 2019,
"expected_graduation_start": 2041
},
"overall_consistency": 87,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"英语",
"C",
"C++",
"Python",
"软件工程",
"Linux内核",
"架构设计",
"Chromium",
"鸿蒙系统",
"mksh",
"toybox",
"CI",
"CD",
"Unix命令",
"路由器",
"深度报文数据流特征",
"内核报文转发",
"软件加速",
"硬件加速",
"多核并发",
"数据竞争",
"五元组",
"模块化插件",
"热升级"
],
"consistency_score": 87,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"软件工程",
"Linux内核",
"架构设计",
"Chromium"
],
"skills_without_evidence": [
"英语",
"CI",
"CD",
"Unix命令",
"多核并发",
"数据竞争",
"五元组",
"模块化插件",
"热升级"
],
"skills_verified_in_projects": [
"Chromium",
"CI",
"Unix命令",
"Linux内核",
"toybox",
"硬件加速",
"路由器",
"深度报文数据流特征",
"CD",
"软件加速",
"内核报文转发",
"C",
"mksh",
"鸿蒙系统"
]
}
},
"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": "2026-06-29T10:42:58.000000Z",
"overall_score": "{\"composite\": 73.2, \"stability\": 72, \"pace_match\": 68, \"tech_power\": 80, \"salary_match\": 69, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"salary_slightly_over\", \"detail\": \"薪资略超预算(匹配度69\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 72, \"weight\": 0.25, \"rationale\": \"基于7.0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\": 68, \"weight\": 0.2, \"rationale\": \"地点: 武汉 + 大厂 + 7.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 80, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 7.0年\", \"Linux: 弱\", \"加分: 1\/3\", \"交叉验证一致性: 87%\"], \"rationale\": \"硬性条件匹配 + 经验7.0年 + 14个项目 + 一致性87%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 69, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据7.0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\"}}"
}
}