交叉验证
#11
孙
孙大林
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
years_experience
10
estimated_work_start
2016
expected_graduation_start
技能-项目一致性
得分
63
声称技能 (25)
Qt 5
6
Qt Quick
QML
Qt Widgets
C++11
17
面向对象编程
模块化开发
CAN 通信
USB 通信
串口通信
USB
4G
DTU 多模式通信适配
Git
Qt Creator
CMake
Conan
SQLite
加密 SQLite
OpenCV
FFmpeg
数据可视化
Qt Qss
噪声技能 (1)
需求分析
项目中验证 (12)
模块化开发
Git
Qt Creator
团队协作
Windows
USB
工业相机接入
数据可视化
Qt Qss
CAN 通信
SQLite
Linux
仅在摘要中 (10)
Qt 5
6
QML
C++11
17
串口通信
USB
SQLite
OpenCV
FFmpeg
无证据 (15)
Qt Quick
Qt Widgets
面向对象编程
CAN 通信
USB 通信
4G
DTU 多模式通信适配
Git
Qt Creator
CMake
Conan
加密 SQLite
Qt Qss
硬件驱动封装
图像拼接
矛盾/可疑信号
skill_project_gap
high
22/38 个声称技能在项目和摘要中均无体现: ['Qt Quick', 'Qt Widgets', '面向对象编程', 'CAN 通信', 'USB 通信', '4G', 'DTU 多模式通信适配', 'Git']
建议：面试时验证这些技能的真实性
完整原始数据
{
"id": 11,
"mysql_resume_id": 68,
"screening_id": 11,
"skill_project_consistency": {
"noisy_skills": [
"需求分析"
],
"claimed_skills": [
"Qt 5",
"6",
"Qt Quick",
"QML",
"Qt Widgets",
"C++11",
"17",
"面向对象编程",
"模块化开发",
"CAN 通信",
"USB 通信",
"串口通信",
"USB",
"4G",
"DTU 多模式通信适配",
"Git",
"Qt Creator",
"CMake",
"Conan",
"SQLite",
"加密 SQLite",
"OpenCV",
"FFmpeg",
"数据可视化",
"Qt Qss"
],
"consistency_score": 63,
"skills_in_summary_only": [
"Qt 5",
"6",
"QML",
"C++11",
"17",
"串口通信",
"USB",
"SQLite",
"OpenCV",
"FFmpeg"
],
"skills_without_evidence": [
"Qt Quick",
"Qt Widgets",
"面向对象编程",
"CAN 通信",
"USB 通信",
"4G",
"DTU 多模式通信适配",
"Git",
"Qt Creator",
"CMake",
"Conan",
"加密 SQLite",
"Qt Qss",
"硬件驱动封装",
"图像拼接"
],
"skills_verified_in_projects": [
"模块化开发",
"Git",
"Qt Creator",
"团队协作",
"Windows",
"USB",
"工业相机接入",
"数据可视化",
"Qt Qss",
"CAN 通信",
"SQLite",
"Linux"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": null,
"years_experience": 10,
"estimated_work_start": 2016,
"expected_graduation_start": null
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 63,
"flags": [
{
"type": "skill_project_gap",
"detail": "22\/38 个声称技能在项目和摘要中均无体现: ['Qt Quick', 'Qt Widgets', '面向对象编程', 'CAN 通信', 'USB 通信', '4G', 'DTU 多模式通信适配', 'Git']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
}
],
"created_at": "2026-06-29T10:06:10.000000Z",
"resume": {
"id": 68,
"resource_id": 68,
"source_text_sha256": "2c91e755f42159f8277c0544cc8b43bd3d8d26bc973841a2c26e32e28afbe2b6",
"target_role": "C++",
"candidate_name": "孙大林",
"age": null,
"phone": "17601498502",
"email": "hitsdlin@outlook.com",
"wechat": "",
"location": "",
"highest_degree": "硕士",
"school": "哈尔滨工业大学",
"major": "光学工程",
"graduation_year": null,
"years_experience": 10,
"current_company": "徕卡显微系统科技（苏州）有限公司",
"current_title": "",
"skills_json": [
"Qt 5",
"6",
"Qt Quick",
"QML",
"Qt Widgets",
"C++11",
"17",
"面向对象编程",
"模块化开发",
"CAN 通信",
"USB 通信",
"串口通信",
"USB",
"4G",
"DTU 多模式通信适配",
"Git",
"Qt Creator",
"CMake",
"Conan",
"SQLite",
"加密 SQLite",
"OpenCV",
"FFmpeg",
"数据可视化",
"Qt Qss",
"设备控制软件研发",
"硬件驱动封装",
"图像拼接",
"图像标注",
"图像分析",
"工业相机接入",
"CFR21 合规功能开发",
"跨平台开发",
"Windows",
"Linux",
"需求分析",
"技术方案设计",
"团队协作",
"敏捷开发"
],
"summary": "孙大林，男，1991年出生，硕士学历，毕业于哈尔滨工业大学光学工程专业，工作年限10年。2022年10月至今在徕卡显微系统科技（苏州）有限公司参与 SMART Enersight 桌面成像平台及 Taihu FL 客户端开发。2016年7月至2022年10月在中科院苏州生物医学工程技术研究所从事 QPCR 全自动控制软件、共聚焦显微镜控制软件、流式细胞仪调试软件开发。技能包括 Qt 5\/6、C++11\/17、QML、OpenCV、FFmpeg、SQLite、CAN\/USB\/串口通信、跨平台开发和设备控制软件研发。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/08c41d8966492cb8_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/08c41d8966492cb8_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:31:27.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 11,
"mysql_resume_id": 68,
"candidate_name": "孙大林",
"age": null,
"highest_degree": "硕士",
"school": "哈尔滨工业大学",
"years_experience": 10,
"location": "",
"current_company": "徕卡显微系统科技（苏州）有限公司",
"skills": [
"Qt 5",
"6",
"Qt Quick",
"QML",
"Qt Widgets",
"C++11",
"17",
"面向对象编程",
"模块化开发",
"CAN 通信",
"USB 通信",
"串口通信",
"USB",
"4G",
"DTU 多模式通信适配",
"Git",
"Qt Creator",
"CMake",
"Conan",
"SQLite",
"加密 SQLite",
"OpenCV",
"FFmpeg",
"数据可视化",
"Qt Qss"
],
"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": true,
"evidence": "命中关键词(2\/5): linux, 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": true,
"evidence": "命中: opencv",
"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": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 80,
"hard_all_pass": true,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "22\/38 个声称技能在项目和摘要中均无体现: ['Qt Quick', 'Qt Widgets', '面向对象编程', 'CAN 通信', 'USB 通信', '4G', 'DTU 多模式通信适配', 'Git']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": null,
"years_experience": 10,
"estimated_work_start": 2016,
"expected_graduation_start": null
},
"overall_consistency": 63,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [
"需求分析"
],
"claimed_skills": [
"Qt 5",
"6",
"Qt Quick",
"QML",
"Qt Widgets",
"C++11",
"17",
"面向对象编程",
"模块化开发",
"CAN 通信",
"USB 通信",
"串口通信",
"USB",
"4G",
"DTU 多模式通信适配",
"Git",
"Qt Creator",
"CMake",
"Conan",
"SQLite",
"加密 SQLite",
"OpenCV",
"FFmpeg",
"数据可视化",
"Qt Qss"
],
"consistency_score": 63,
"skills_in_summary_only": [
"Qt 5",
"6",
"QML",
"C++11",
"17",
"串口通信",
"USB",
"SQLite",
"OpenCV",
"FFmpeg"
],
"skills_without_evidence": [
"Qt Quick",
"Qt Widgets",
"面向对象编程",
"CAN 通信",
"USB 通信",
"4G",
"DTU 多模式通信适配",
"Git",
"Qt Creator",
"CMake",
"Conan",
"加密 SQLite",
"Qt Qss",
"硬件驱动封装",
"图像拼接"
],
"skills_verified_in_projects": [
"模块化开发",
"Git",
"Qt Creator",
"团队协作",
"Windows",
"USB",
"工业相机接入",
"数据可视化",
"Qt Qss",
"CAN 通信",
"SQLite",
"Linux"
]
}
},
"screening_verdict": "pass",
"screening_summary": "硬性条件全部通过，匹配度80%，加分项1\/3，建议周总审核进入技术面",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:10.000000Z",
"updated_at": "2026-06-29T10:42:42.000000Z",
"overall_score": "{\"composite\": 81.5, \"stability\": 81, \"pace_match\": 71, \"tech_power\": 100, \"salary_match\": 68, \"communication\": 70, \"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": "strong_approve",
"score_breakdown": "{\"stability\": {\"score\": 81, \"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\": 71, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 10.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 100, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 10.0年\", \"Linux: 通过\", \"加分: 1\/3\", \"交叉验证一致性: 63%\"], \"rationale\": \"硬性条件匹配 + 经验10.0年 + 12个项目 + 一致性63%\", \"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\": 70, \"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\"}}"
}
}