交叉验证
#23
和
和毅
学历-经验时间线
gap_years
8
timeline_ok
否
graduation_year
2023
years_experience
11
estimated_work_start
2015
expected_graduation_start
2045
技能-项目一致性
得分
56
声称技能 (25)
C
C++
Python
shell
Linux
Linux 命令
Linux 系统函数
Linux 源码
C 标准库
STL
BOOST
面向对象编程
并发编程
网络编程
编译原理
LLVM
LLVM IR
PASS
计算机体系结构
计算机网络
操作系统原理
人工智能
算法
数据结构
git
项目中验证 (14)
算法
Verilog
IPC-2581
LLVM IR
Python
Modula-2
LLVM
SPICE
电路网表解析
ODB++
编译原理
C
波形文件解析
PASS
仅在摘要中 (8)
C
C++
Python
shell
Linux
LLVM
git
SPICE
无证据 (15)
Linux 命令
Linux 系统函数
Linux 源码
C 标准库
STL
BOOST
面向对象编程
并发编程
网络编程
LLVM IR
PASS
计算机体系结构
计算机网络
操作系统原理
人工智能
矛盾/可疑信号
skill_project_gap
high
27/39 个声称技能在项目和摘要中均无体现: ['Linux 命令', 'Linux 系统函数', 'Linux 源码', 'C 标准库', 'STL', 'BOOST', '面向对象编程', '并发编程']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2023年，经验11.0年，推算开始工作年份与预期毕业年份偏差8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": 23,
"mysql_resume_id": 37,
"screening_id": 23,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Python",
"shell",
"Linux",
"Linux 命令",
"Linux 系统函数",
"Linux 源码",
"C 标准库",
"STL",
"BOOST",
"面向对象编程",
"并发编程",
"网络编程",
"编译原理",
"LLVM",
"LLVM IR",
"PASS",
"计算机体系结构",
"计算机网络",
"操作系统原理",
"人工智能",
"算法",
"数据结构",
"git"
],
"consistency_score": 56,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"shell",
"Linux",
"LLVM",
"git",
"SPICE"
],
"skills_without_evidence": [
"Linux 命令",
"Linux 系统函数",
"Linux 源码",
"C 标准库",
"STL",
"BOOST",
"面向对象编程",
"并发编程",
"网络编程",
"LLVM IR",
"PASS",
"计算机体系结构",
"计算机网络",
"操作系统原理",
"人工智能"
],
"skills_verified_in_projects": [
"算法",
"Verilog",
"IPC-2581",
"LLVM IR",
"Python",
"Modula-2",
"LLVM",
"SPICE",
"电路网表解析",
"ODB++",
"编译原理",
"C",
"波形文件解析",
"PASS"
]
},
"education_timeline": {
"gap_years": 8,
"timeline_ok": false,
"graduation_year": 2023,
"years_experience": 11,
"estimated_work_start": 2015,
"expected_graduation_start": 2045
},
"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": 41,
"flags": [
{
"type": "skill_project_gap",
"detail": "27\/39 个声称技能在项目和摘要中均无体现: ['Linux 命令', 'Linux 系统函数', 'Linux 源码', 'C 标准库', 'STL', 'BOOST', '面向对象编程', '并发编程']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2023年，经验11.0年，推算开始工作年份与预期毕业年份偏差8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": "2026-06-29T10:06:17.000000Z",
"resume": {
"id": 37,
"resource_id": 37,
"source_text_sha256": "bf2cdbab4c844dbf838ef56b27e325602d538f1e9c124cc9bbd64ade89dc580d",
"target_role": "C++",
"candidate_name": "和毅",
"age": null,
"phone": "+86 186-3509-2895",
"email": "heyi218@mail.ustc.edu.cn",
"wechat": "",
"location": "",
"highest_degree": "硕士",
"school": "中国科学技术大学",
"major": "计算机技术",
"graduation_year": 2023,
"years_experience": 11,
"current_company": "巨霖科技（上海）有限公司",
"current_title": "EDA Engine SPICE 求解器组研发工程师、研发主管",
"skills_json": [
"C",
"C++",
"Python",
"shell",
"Linux",
"Linux 命令",
"Linux 系统函数",
"Linux 源码",
"C 标准库",
"STL",
"BOOST",
"面向对象编程",
"并发编程",
"网络编程",
"编译原理",
"LLVM",
"LLVM IR",
"PASS",
"计算机体系结构",
"计算机网络",
"操作系统原理",
"人工智能",
"算法",
"数据结构",
"git",
"项目管理",
"MakeFile",
"静态库",
"动态库",
"valgrind",
"gdb",
"LCOV",
"SPICE",
"电路网表解析",
"波形文件解析",
"ODB++",
"IPC-2581",
"Verilog",
"Modula-2"
],
"summary": "和毅，硕士毕业于中国科学技术大学计算机技术专业，本科毕业于山西大学电子信息科学与技术专业。2011年至2025年有通信技术、C\/C++软件开发、网络协议栈、交易系统运维开发及EDA SPICE求解器相关研发经历。最近在巨霖科技（上海）有限公司任EDA Engine SPICE求解器组研发工程师、研发主管，负责网表解析器、波形文件解析器重构开发维护、项目重构、版本管理和发布。具备C\/C++、Python、shell、Linux、LLVM、编译原理、git等经验。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/763f9700806334f2_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/763f9700806334f2_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T05:45:06.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 23,
"mysql_resume_id": 37,
"candidate_name": "和毅",
"age": null,
"highest_degree": "硕士",
"school": "中国科学技术大学",
"years_experience": 11,
"location": "",
"current_company": "巨霖科技（上海）有限公司",
"skills": [
"C",
"C++",
"Python",
"shell",
"Linux",
"Linux 命令",
"Linux 系统函数",
"Linux 源码",
"C 标准库",
"STL",
"BOOST",
"面向对象编程",
"并发编程",
"网络编程",
"编译原理",
"LLVM",
"LLVM IR",
"PASS",
"计算机体系结构",
"计算机网络",
"操作系统原理",
"人工智能",
"算法",
"数据结构",
"git"
],
"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11.0年",
"matched": true,
"evidence": "11.0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(3\/5): linux, gdb, makefile",
"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": "pass",
"redline_location": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 50,
"hard_all_pass": true,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "27\/39 个声称技能在项目和摘要中均无体现: ['Linux 命令', 'Linux 系统函数', 'Linux 源码', 'C 标准库', 'STL', 'BOOST', '面向对象编程', '并发编程']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2023年，经验11.0年，推算开始工作年份与预期毕业年份偏差8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": 8,
"timeline_ok": false,
"graduation_year": 2023,
"years_experience": 11,
"estimated_work_start": 2015,
"expected_graduation_start": 2045
},
"overall_consistency": 41,
"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": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Python",
"shell",
"Linux",
"Linux 命令",
"Linux 系统函数",
"Linux 源码",
"C 标准库",
"STL",
"BOOST",
"面向对象编程",
"并发编程",
"网络编程",
"编译原理",
"LLVM",
"LLVM IR",
"PASS",
"计算机体系结构",
"计算机网络",
"操作系统原理",
"人工智能",
"算法",
"数据结构",
"git"
],
"consistency_score": 56,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"shell",
"Linux",
"LLVM",
"git",
"SPICE"
],
"skills_without_evidence": [
"Linux 命令",
"Linux 系统函数",
"Linux 源码",
"C 标准库",
"STL",
"BOOST",
"面向对象编程",
"并发编程",
"网络编程",
"LLVM IR",
"PASS",
"计算机体系结构",
"计算机网络",
"操作系统原理",
"人工智能"
],
"skills_verified_in_projects": [
"算法",
"Verilog",
"IPC-2581",
"LLVM IR",
"Python",
"Modula-2",
"LLVM",
"SPICE",
"电路网表解析",
"ODB++",
"编译原理",
"C",
"波形文件解析",
"PASS"
]
}
},
"screening_verdict": "pending",
"screening_summary": "硬性条件通过但匹配度偏低(50%)，需人工判断",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:17.000000Z",
"updated_at": "2026-06-29T10:42:54.000000Z",
"overall_score": "{\"composite\": 74.8, \"stability\": 73, \"pace_match\": 58, \"tech_power\": 92, \"salary_match\": 68, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分58\/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11.0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\": 58, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 11.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 92, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 11.0年\", \"Linux: 通过\", \"加分: 0\/3\", \"交叉验证一致性: 41%\"], \"rationale\": \"硬性条件匹配 + 经验11.0年 + 14个项目 + 一致性41%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 68, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据11.0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\"}}"
}
}