交叉验证
#21
周
周诚
学历-经验时间线
gap_years
3
timeline_ok
是
graduation_year
2018
years_experience
11
estimated_work_start
2015
expected_graduation_start
2040
技能-项目一致性
得分
57
声称技能 (25)
MySQL 内核
GoldenDB 数据库内核开发
Oracle
PostgreSQL
C
C++
SQL
Shell
Python
Java
valgrind
gdb
perf
git
Linux 常用命令
数据结构
算法
分布式原理
并发编程
产品规划
英文文档阅读
存储引擎
执行引擎
数据库内核优化
性能优化
噪声技能 (1)
系统架构设计
项目中验证 (8)
性能优化
Python
执行引擎
存储引擎
故障排查
C
Oracle
数据库内核优化
仅在摘要中 (7)
Oracle
C
C++
SQL
Shell
Python
Java
无证据 (14)
MySQL 内核
GoldenDB 数据库内核开发
PostgreSQL
valgrind
gdb
perf
git
Linux 常用命令
数据结构
算法
分布式原理
并发编程
产品规划
英文文档阅读
矛盾/可疑信号
skill_project_gap
high
14/26 个声称技能在项目和摘要中均无体现: ['MySQL 内核', 'GoldenDB 数据库内核开发', 'PostgreSQL', 'valgrind', 'gdb', 'perf', 'git', 'Linux 常用命令']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2018年，经验11.0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": 21,
"mysql_resume_id": 80,
"screening_id": 21,
"skill_project_consistency": {
"noisy_skills": [
"系统架构设计"
],
"claimed_skills": [
"MySQL 内核",
"GoldenDB 数据库内核开发",
"Oracle",
"PostgreSQL",
"C",
"C++",
"SQL",
"Shell",
"Python",
"Java",
"valgrind",
"gdb",
"perf",
"git",
"Linux 常用命令",
"数据结构",
"算法",
"分布式原理",
"并发编程",
"产品规划",
"英文文档阅读",
"存储引擎",
"执行引擎",
"数据库内核优化",
"性能优化"
],
"consistency_score": 57,
"skills_in_summary_only": [
"Oracle",
"C",
"C++",
"SQL",
"Shell",
"Python",
"Java"
],
"skills_without_evidence": [
"MySQL 内核",
"GoldenDB 数据库内核开发",
"PostgreSQL",
"valgrind",
"gdb",
"perf",
"git",
"Linux 常用命令",
"数据结构",
"算法",
"分布式原理",
"并发编程",
"产品规划",
"英文文档阅读"
],
"skills_verified_in_projects": [
"性能优化",
"Python",
"执行引擎",
"存储引擎",
"故障排查",
"C",
"Oracle",
"数据库内核优化"
]
},
"education_timeline": {
"gap_years": 3,
"timeline_ok": true,
"graduation_year": 2018,
"years_experience": 11,
"estimated_work_start": 2015,
"expected_graduation_start": 2040
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 57,
"flags": [
{
"type": "skill_project_gap",
"detail": "14\/26 个声称技能在项目和摘要中均无体现: ['MySQL 内核', 'GoldenDB 数据库内核开发', 'PostgreSQL', 'valgrind', 'gdb', 'perf', 'git', 'Linux 常用命令']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2018年，经验11.0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": "2026-06-29T10:06:16.000000Z",
"resume": {
"id": 80,
"resource_id": 80,
"source_text_sha256": "ae9fbc69fd809610fb7c872dc6b404338023310a6b0157ad1ce90c869fb4bd71",
"target_role": "C++",
"candidate_name": "周诚",
"age": null,
"phone": "153-6507-0628",
"email": "1229704032@qq.com",
"wechat": "",
"location": "上海",
"highest_degree": "硕士",
"school": "上海交通大学",
"major": "电子科学与技术",
"graduation_year": 2018,
"years_experience": 11,
"current_company": "金篆信科有限责任公司（中兴子公司）",
"current_title": "分布式开发专家级工程师\/DN 内核团队科长",
"skills_json": [
"MySQL 内核",
"GoldenDB 数据库内核开发",
"Oracle",
"PostgreSQL",
"C",
"C++",
"SQL",
"Shell",
"Python",
"Java",
"valgrind",
"gdb",
"perf",
"git",
"Linux 常用命令",
"数据结构",
"算法",
"分布式原理",
"并发编程",
"系统架构设计",
"产品规划",
"英文文档阅读",
"存储引擎",
"执行引擎",
"数据库内核优化",
"性能优化",
"故障排查"
],
"summary": "周诚，硕士毕业于上海交通大学电子科学与技术专业，本科毕业于苏州大学通信工程专业。2013年起从事测试开发、分布式数据库内核开发相关工作，历任中怡（苏州）中磊研发中心测试开发工程师、中兴通讯分布式开发工程师、金篆信科分布式开发专家级工程师及DN内核团队科长。主要经历包括GoldenDB DN模块、分布式MVCC、主备同步自适应响应超时、分布式存储过程引擎、Oracle国产数据库平替等。熟悉MySQL、GoldenDB内核，掌握C\/C++、SQL、Shell、Python、Java及Linux开发工具。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/2d834124fac28fe2_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/2d834124fac28fe2_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:54:05.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 21,
"mysql_resume_id": 80,
"candidate_name": "周诚",
"age": null,
"highest_degree": "硕士",
"school": "上海交通大学",
"years_experience": 11,
"location": "上海",
"current_company": "金篆信科有限责任公司（中兴子公司）",
"skills": [
"MySQL 内核",
"GoldenDB 数据库内核开发",
"Oracle",
"PostgreSQL",
"C",
"C++",
"SQL",
"Shell",
"Python",
"Java",
"valgrind",
"gdb",
"perf",
"git",
"Linux 常用命令",
"数据结构",
"算法",
"分布式原理",
"并发编程",
"产品规划",
"英文文档阅读",
"存储引擎",
"执行引擎",
"数据库内核优化",
"性能优化"
],
"parse_quality_score": 90,
"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(2\/5): linux, gdb",
"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": 80,
"hard_all_pass": true,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "14\/26 个声称技能在项目和摘要中均无体现: ['MySQL 内核', 'GoldenDB 数据库内核开发', 'PostgreSQL', 'valgrind', 'gdb', 'perf', 'git', 'Linux 常用命令']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2018年，经验11.0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": 2018,
"years_experience": 11,
"estimated_work_start": 2015,
"expected_graduation_start": 2040
},
"overall_consistency": 57,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [
"系统架构设计"
],
"claimed_skills": [
"MySQL 内核",
"GoldenDB 数据库内核开发",
"Oracle",
"PostgreSQL",
"C",
"C++",
"SQL",
"Shell",
"Python",
"Java",
"valgrind",
"gdb",
"perf",
"git",
"Linux 常用命令",
"数据结构",
"算法",
"分布式原理",
"并发编程",
"产品规划",
"英文文档阅读",
"存储引擎",
"执行引擎",
"数据库内核优化",
"性能优化"
],
"consistency_score": 57,
"skills_in_summary_only": [
"Oracle",
"C",
"C++",
"SQL",
"Shell",
"Python",
"Java"
],
"skills_without_evidence": [
"MySQL 内核",
"GoldenDB 数据库内核开发",
"PostgreSQL",
"valgrind",
"gdb",
"perf",
"git",
"Linux 常用命令",
"数据结构",
"算法",
"分布式原理",
"并发编程",
"产品规划",
"英文文档阅读"
],
"skills_verified_in_projects": [
"性能优化",
"Python",
"执行引擎",
"存储引擎",
"故障排查",
"C",
"Oracle",
"数据库内核优化"
]
}
},
"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": "2026-06-29T10:06:16.000000Z",
"updated_at": "2026-06-29T10:42:51.000000Z",
"overall_score": "{\"composite\": 75.2, \"stability\": 73, \"pace_match\": 48, \"tech_power\": 100, \"salary_match\": 68, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"pace_mismatch\", \"detail\": \"节奏匹配度低(评分48\/100)\", \"severity\": \"high\"}, {\"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\": 48, \"weight\": 0.2, \"rationale\": \"地点: 上海 + 普通 + 11.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 100, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 11.0年\", \"Linux: 通过\", \"加分: 1\/3\", \"交叉验证一致性: 57%\"], \"rationale\": \"硬性条件匹配 + 经验11.0年 + 8个项目 + 一致性57%\", \"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\"}}"
}
}