交叉验证
#83
汪
汪瑶
学历-经验时间线
gap_years
1
timeline_ok
是
graduation_year
2017
years_experience
8
estimated_work_start
2018
expected_graduation_start
2039
技能-项目一致性
得分
38
声称技能 (25)
成本核算
成本分析
预算管理
存货管理
研发核算
税务申报
税务筹划
报表管理
往来管理
审计对接
资产管理
内控合规
资金管理
票据管理
凭证归档
台账管理
SAP
用友NC
WMS仓储管理系统
Power BI
明源ERP
数据透视表
VLOOKUP
反向查找
SUMIF
项目中验证 (2)
政府项目申报
SAP
仅在摘要中 (10)
成本核算
预算管理
存货管理
税务申报
报表管理
往来管理
审计对接
资产管理
SAP
用友NC
无证据 (15)
成本分析
研发核算
税务筹划
内控合规
资金管理
票据管理
凭证归档
台账管理
WMS仓储管理系统
数据透视表
VLOOKUP
反向查找
SUMIF
IF
MID
矛盾/可疑信号
skill_project_gap
high
23/36 个声称技能在项目和摘要中均无体现: ['成本分析', '研发核算', '税务筹划', '内控合规', '资金管理', '票据管理', '凭证归档', '台账管理']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2017年，经验8.0年，推算开始工作年份与预期毕业年份偏差1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": 83,
"mysql_resume_id": 103,
"screening_id": 83,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"成本核算",
"成本分析",
"预算管理",
"存货管理",
"研发核算",
"税务申报",
"税务筹划",
"报表管理",
"往来管理",
"审计对接",
"资产管理",
"内控合规",
"资金管理",
"票据管理",
"凭证归档",
"台账管理",
"SAP",
"用友NC",
"WMS仓储管理系统",
"Power BI",
"明源ERP",
"数据透视表",
"VLOOKUP",
"反向查找",
"SUMIF"
],
"consistency_score": 38,
"skills_in_summary_only": [
"成本核算",
"预算管理",
"存货管理",
"税务申报",
"报表管理",
"往来管理",
"审计对接",
"资产管理",
"SAP",
"用友NC"
],
"skills_without_evidence": [
"成本分析",
"研发核算",
"税务筹划",
"内控合规",
"资金管理",
"票据管理",
"凭证归档",
"台账管理",
"WMS仓储管理系统",
"数据透视表",
"VLOOKUP",
"反向查找",
"SUMIF",
"IF",
"MID"
],
"skills_verified_in_projects": [
"政府项目申报",
"SAP"
]
},
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2017,
"years_experience": 8,
"estimated_work_start": 2018,
"expected_graduation_start": 2039
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 38,
"flags": [
{
"type": "skill_project_gap",
"detail": "23\/36 个声称技能在项目和摘要中均无体现: ['成本分析', '研发核算', '税务筹划', '内控合规', '资金管理', '票据管理', '凭证归档', '台账管理']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2017年，经验8.0年，推算开始工作年份与预期毕业年份偏差1年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-29T10:06:50.000000Z",
"resume": {
"id": 103,
"resource_id": 103,
"source_text_sha256": "78a825e6eeba20e37bce213e5352ddf2d95dd98e4f27cb3c15e34ba893cc6e06",
"candidate_name": "汪瑶",
"age": null,
"phone": "15357905126",
"email": "15357905126@163.com",
"wechat": "",
"location": "",
"highest_degree": "本科",
"school": "安徽建筑大学",
"major": "会计学",
"graduation_year": 2017,
"years_experience": 8,
"current_company": "芜湖协鑫集成新能源科技有限公司",
"current_title": "成本专业主管",
"skills_json": [
"成本核算",
"成本分析",
"预算管理",
"存货管理",
"研发核算",
"税务申报",
"税务筹划",
"报表管理",
"往来管理",
"审计对接",
"资产管理",
"内控合规",
"资金管理",
"票据管理",
"凭证归档",
"台账管理",
"SAP",
"用友NC",
"WMS仓储管理系统",
"Power BI",
"明源ERP",
"数据透视表",
"VLOOKUP",
"反向查找",
"SUMIF",
"IF",
"MID",
"分列",
"BOM测算",
"阿米巴核算",
"高新技术企业申报",
"政府项目申报",
"财务数字化转型",
"业财融合",
"增值税管理",
"企业所得税汇算清缴"
],
"summary": "汪瑶，本科学历，安徽建筑大学会计学专业，2017年毕业。2017年起从事财务相关工作，经历项目财务、财务主管、成本专业主管等岗位。工作内容包括成本核算及分析、预算管理、存货管理、报表管理、税务申报及筹划、往来管理、审计对接、资产管理、政府项目申报和高企申报等。使用过SAP、用友NC、WMS、Power BI、明源ERP及Excel函数工具。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/f956191f7132b176_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/f956191f7132b176_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:16:12.000000Z",
"updated_at": "2026-06-29T08:16:12.000000Z",
"deleted_at": null
},
"screening": {
"id": 83,
"mysql_resume_id": 103,
"candidate_name": "汪瑶",
"age": null,
"highest_degree": "本科",
"school": "安徽建筑大学",
"years_experience": 8,
"location": "",
"current_company": "芜湖协鑫集成新能源科技有限公司",
"skills": [
"成本核算",
"成本分析",
"预算管理",
"存货管理",
"研发核算",
"税务申报",
"税务筹划",
"报表管理",
"往来管理",
"审计对接",
"资产管理",
"内控合规",
"资金管理",
"票据管理",
"凭证归档",
"台账管理",
"SAP",
"用友NC",
"WMS仓储管理系统",
"Power BI",
"明源ERP",
"数据透视表",
"VLOOKUP",
"反向查找",
"SUMIF"
],
"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": "本科",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际8.0年",
"matched": true,
"evidence": "8.0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": 26,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "23\/36 个声称技能在项目和摘要中均无体现: ['成本分析', '研发核算', '税务筹划', '内控合规', '资金管理', '票据管理', '凭证归档', '台账管理']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2017年，经验8.0年，推算开始工作年份与预期毕业年份偏差1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": 1,
"timeline_ok": true,
"graduation_year": 2017,
"years_experience": 8,
"estimated_work_start": 2018,
"expected_graduation_start": 2039
},
"overall_consistency": 38,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"成本核算",
"成本分析",
"预算管理",
"存货管理",
"研发核算",
"税务申报",
"税务筹划",
"报表管理",
"往来管理",
"审计对接",
"资产管理",
"内控合规",
"资金管理",
"票据管理",
"凭证归档",
"台账管理",
"SAP",
"用友NC",
"WMS仓储管理系统",
"Power BI",
"明源ERP",
"数据透视表",
"VLOOKUP",
"反向查找",
"SUMIF"
],
"consistency_score": 38,
"skills_in_summary_only": [
"成本核算",
"预算管理",
"存货管理",
"税务申报",
"报表管理",
"往来管理",
"审计对接",
"资产管理",
"SAP",
"用友NC"
],
"skills_without_evidence": [
"成本分析",
"研发核算",
"税务筹划",
"内控合规",
"资金管理",
"票据管理",
"凭证归档",
"台账管理",
"WMS仓储管理系统",
"数据透视表",
"VLOOKUP",
"反向查找",
"SUMIF",
"IF",
"MID"
],
"skills_verified_in_projects": [
"政府项目申报",
"SAP"
]
}
},
"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": "2026-06-29T10:06:50.000000Z",
"updated_at": "2026-06-29T10:43:18.000000Z",
"overall_score": "{\"composite\": 66.6, \"stability\": 67, \"pace_match\": 71, \"tech_power\": 57, \"salary_match\": 74, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"tech_borderline\", \"detail\": \"技术力偏低(评分57\/100)，建议技术面重点考察\", \"severity\": \"medium\"}, {\"type\": \"salary_slightly_over\", \"detail\": \"薪资略超预算(匹配度74\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 67, \"weight\": 0.25, \"rationale\": \"基于8.0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 + 8.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 57, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 8.0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 38%\"], \"rationale\": \"硬性条件匹配 + 经验8.0年 + 2个项目 + 一致性38%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 74, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据8.0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\"}}"
}
}