交叉验证
#36
谭
谭强
学历-经验时间线
gap_years
3
timeline_ok
是
graduation_year
2013
years_experience
10
estimated_work_start
2016
expected_graduation_start
2035
技能-项目一致性
得分
100
声称技能 (25)
C
C++
Python
数据结构
算法
PTA 编程教学能力认证
CSP-J
S
GTest
自动化测试
Qt
LSF
lacct
Protobuf
Boost
线程池
状态机
Bezier 曲线
gRPC
RESTful API
Django REST Framework
微信支付
Redis
MongoDB
高并发
项目中验证 (15)
lacct
算法
.so 动态库
微信支付
LSF
Qt
gRPC
C++
S
dlopen
C
Django REST Framework
GTest
HTML 广告渲染
RESTful API
仅在摘要中 (10)
C
C++
Python
数据结构
S
GTest
Qt
Protobuf
Boost
gRPC
无证据 (9)
PTA 编程教学能力认证
CSP-J
LSF
线程池
状态机
Bezier 曲线
RESTful API
高并发
HTML 广告渲染
矛盾/可疑信号
timeline_anomaly
medium
毕业2013年，经验10.0年，推算开始工作年份与预期毕业年份偏差3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": 36,
"mysql_resume_id": 62,
"screening_id": 36,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Python",
"数据结构",
"算法",
"PTA 编程教学能力认证",
"CSP-J",
"S",
"GTest",
"自动化测试",
"Qt",
"LSF",
"lacct",
"Protobuf",
"Boost",
"线程池",
"状态机",
"Bezier 曲线",
"gRPC",
"RESTful API",
"Django REST Framework",
"微信支付",
"Redis",
"MongoDB",
"高并发"
],
"consistency_score": 100,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"数据结构",
"S",
"GTest",
"Qt",
"Protobuf",
"Boost",
"gRPC"
],
"skills_without_evidence": [
"PTA 编程教学能力认证",
"CSP-J",
"LSF",
"线程池",
"状态机",
"Bezier 曲线",
"RESTful API",
"高并发",
"HTML 广告渲染"
],
"skills_verified_in_projects": [
"lacct",
"算法",
".so 动态库",
"微信支付",
"LSF",
"Qt",
"gRPC",
"C++",
"S",
"dlopen",
"C",
"Django REST Framework",
"GTest",
"HTML 广告渲染",
"RESTful API"
]
},
"education_timeline": {
"gap_years": 3,
"timeline_ok": true,
"graduation_year": 2013,
"years_experience": 10,
"estimated_work_start": 2016,
"expected_graduation_start": 2035
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 100,
"flags": [
{
"type": "timeline_anomaly",
"detail": "毕业2013年，经验10.0年，推算开始工作年份与预期毕业年份偏差3年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:26.000000Z",
"resume": {
"id": 62,
"resource_id": 62,
"source_text_sha256": "4ec4a78560d0199c2c0f2691a8231d482b445972c0c650cdc7474e6abc7bad1c",
"target_role": "C++",
"candidate_name": "谭强",
"age": null,
"phone": "17313615918",
"email": "tanqiang@mail.ustc.edu.cn",
"wechat": "",
"location": "",
"highest_degree": "硕士",
"school": "中国科学技术大学",
"major": "软件工程",
"graduation_year": 2013,
"years_experience": 10,
"current_company": "培训机构",
"current_title": "信息学奥赛教练",
"skills_json": [
"C",
"C++",
"Python",
"数据结构",
"算法",
"PTA 编程教学能力认证",
"CSP-J",
"S",
"GTest",
"自动化测试",
"Qt",
"LSF",
"lacct",
"Protobuf",
"Boost",
"线程池",
"状态机",
"Bezier 曲线",
"gRPC",
"RESTful API",
"Django REST Framework",
"微信支付",
"Redis",
"MongoDB",
"高并发",
"HTML 广告渲染",
"dlopen",
".so 动态库",
"MapReduce"
],
"summary": "谭强，硕士毕业于中国科学技术大学软件工程专业，本科毕业于吉林大学计算机科学与技术专业。曾任信息学奥赛教练、C\/C++ 软件工程师、后端开发工程师，经历覆盖培训教学、自动化测试、Qt 客户端与服务端调度、微服务后端、电商平台开发、广告渲染引擎和广告数据分析。技能包括 C\/C++、Python、数据结构与算法、Qt、GTest、Protobuf、Boost、gRPC、Django REST Framework、Redis、MongoDB、MapReduce 等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/dd910a70047c1511_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/dd910a70047c1511_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:22:57.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 36,
"mysql_resume_id": 62,
"candidate_name": "谭强",
"age": null,
"highest_degree": "硕士",
"school": "中国科学技术大学",
"years_experience": 10,
"location": "",
"current_company": "培训机构",
"skills": [
"C",
"C++",
"Python",
"数据结构",
"算法",
"PTA 编程教学能力认证",
"CSP-J",
"S",
"GTest",
"自动化测试",
"Qt",
"LSF",
"lacct",
"Protobuf",
"Boost",
"线程池",
"状态机",
"Bezier 曲线",
"gRPC",
"RESTful API",
"Django REST Framework",
"微信支付",
"Redis",
"MongoDB",
"高并发"
],
"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": "未找到相关关键词",
"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": "fail",
"redline_location": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 46,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "timeline_anomaly",
"detail": "毕业2013年，经验10.0年，推算开始工作年份与预期毕业年份偏差3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": 3,
"timeline_ok": true,
"graduation_year": 2013,
"years_experience": 10,
"estimated_work_start": 2016,
"expected_graduation_start": 2035
},
"overall_consistency": 100,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Python",
"数据结构",
"算法",
"PTA 编程教学能力认证",
"CSP-J",
"S",
"GTest",
"自动化测试",
"Qt",
"LSF",
"lacct",
"Protobuf",
"Boost",
"线程池",
"状态机",
"Bezier 曲线",
"gRPC",
"RESTful API",
"Django REST Framework",
"微信支付",
"Redis",
"MongoDB",
"高并发"
],
"consistency_score": 100,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"数据结构",
"S",
"GTest",
"Qt",
"Protobuf",
"Boost",
"gRPC"
],
"skills_without_evidence": [
"PTA 编程教学能力认证",
"CSP-J",
"LSF",
"线程池",
"状态机",
"Bezier 曲线",
"RESTful API",
"高并发",
"HTML 广告渲染"
],
"skills_verified_in_projects": [
"lacct",
"算法",
".so 动态库",
"微信支付",
"LSF",
"Qt",
"gRPC",
"C++",
"S",
"dlopen",
"C",
"Django REST Framework",
"GTest",
"HTML 广告渲染",
"RESTful API"
]
}
},
"screening_verdict": "pending_interview_required",
"screening_summary": "核心技能 Linux 在简历中完全无提及，需面试确认是否零经验。若确认零经验 → trigger core_skill_missing 红线",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:26.000000Z",
"updated_at": "2026-06-29T10:42:59.000000Z",
"overall_score": "{\"composite\": 72.8, \"stability\": 73, \"pace_match\": 66, \"tech_power\": 80, \"salary_match\": 68, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"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\": 66, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 10.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 80, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 10.0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 100%\"], \"rationale\": \"硬性条件匹配 + 经验10.0年 + 15个项目 + 一致性100%\", \"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\": 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\"}}"
}
}