交叉验证
#24
马
马潇潇
学历-经验时间线
gap_years
1
timeline_ok
是
graduation_year
2010
years_experience
15
estimated_work_start
2011
expected_graduation_start
2032
技能-项目一致性
得分
60
声称技能 (25)
产品成本核算
材料成本归集
制造费用归集
人工成本归集
成本报表
标准成本
成本分析
成本预算执行分析
成本管控体系
流程梳理及优化
降本增效
业财融合
成本预测
成本控制
成本考核
生产物资盘点
存货账龄分析
存货分析
产销存滚动预测
库存管理
预算管理
滚动预测
月结
战略规划财务支持
产品定价支持
项目中验证 (15)
成本管控体系
成本预测
成本报表
月结
预算管理
流程梳理及优化
客户信用额度管控
成本预算执行分析
滚动预测
财务BP
标准成本
成本控制
产品成本核算
产品生命周期价格管理
本量利模型
仅在摘要中 (1)
财务BP
无证据 (15)
材料成本归集
制造费用归集
人工成本归集
成本考核
存货账龄分析
战略规划财务支持
产品定价支持
销售策略财务支持
销售合同流程支持
毛利分析
SAP
BOM
OEE
CAPEX
Oracle
矛盾/可疑信号
skill_project_gap
high
17/40 个声称技能在项目和摘要中均无体现: ['材料成本归集', '制造费用归集', '人工成本归集', '成本考核', '存货账龄分析', '战略规划财务支持', '产品定价支持', '销售策略财务支持']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2010年，经验15.0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": 24,
"mysql_resume_id": 104,
"screening_id": 24,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"产品成本核算",
"材料成本归集",
"制造费用归集",
"人工成本归集",
"成本报表",
"标准成本",
"成本分析",
"成本预算执行分析",
"成本管控体系",
"流程梳理及优化",
"降本增效",
"业财融合",
"成本预测",
"成本控制",
"成本考核",
"生产物资盘点",
"存货账龄分析",
"存货分析",
"产销存滚动预测",
"库存管理",
"预算管理",
"滚动预测",
"月结",
"战略规划财务支持",
"产品定价支持"
],
"consistency_score": 60,
"skills_in_summary_only": [
"财务BP"
],
"skills_without_evidence": [
"材料成本归集",
"制造费用归集",
"人工成本归集",
"成本考核",
"存货账龄分析",
"战略规划财务支持",
"产品定价支持",
"销售策略财务支持",
"销售合同流程支持",
"毛利分析",
"SAP",
"BOM",
"OEE",
"CAPEX",
"Oracle"
],
"skills_verified_in_projects": [
"成本管控体系",
"成本预测",
"成本报表",
"月结",
"预算管理",
"流程梳理及优化",
"客户信用额度管控",
"成本预算执行分析",
"滚动预测",
"财务BP",
"标准成本",
"成本控制",
"产品成本核算",
"产品生命周期价格管理",
"本量利模型"
]
},
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2010,
"years_experience": 15,
"estimated_work_start": 2011,
"expected_graduation_start": 2032
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 60,
"flags": [
{
"type": "skill_project_gap",
"detail": "17\/40 个声称技能在项目和摘要中均无体现: ['材料成本归集', '制造费用归集', '人工成本归集', '成本考核', '存货账龄分析', '战略规划财务支持', '产品定价支持', '销售策略财务支持']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2010年，经验15.0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": "2026-06-29T10:06:19.000000Z",
"resume": {
"id": 104,
"resource_id": 104,
"source_text_sha256": "d17c05c47a977cd1aece8f006255aa551e358b0e6aac448cd7ac7cd7ccd3a8e5",
"candidate_name": "马潇潇",
"age": null,
"phone": "",
"email": "",
"wechat": "",
"location": "苏州-相城区",
"highest_degree": "本科",
"school": "常州大学",
"major": "会计学",
"graduation_year": 2010,
"years_experience": 15,
"current_company": "吉咖智能机器人有限公司",
"current_title": "管理会计\/Controlling",
"skills_json": [
"产品成本核算",
"材料成本归集",
"制造费用归集",
"人工成本归集",
"成本报表",
"标准成本",
"成本分析",
"成本预算执行分析",
"成本管控体系",
"流程梳理及优化",
"降本增效",
"业财融合",
"成本预测",
"成本控制",
"成本考核",
"生产物资盘点",
"存货账龄分析",
"存货分析",
"产销存滚动预测",
"库存管理",
"预算管理",
"滚动预测",
"月结",
"战略规划财务支持",
"产品定价支持",
"销售策略财务支持",
"本量利模型",
"产品生命周期价格管理",
"财务BP",
"销售合同流程支持",
"应收账款风险分析",
"客户信用额度管控",
"毛利分析",
"SAP",
"BOM",
"OEE",
"CAPEX",
"Oracle",
"AP",
"AR"
],
"summary": "马潇潇，本科，会计学专业，2010年毕业于常州大学，英语可作为工作语言。2010年起从事财务、成本控制、财务分析、项目控制和管理会计相关工作，经历涵盖光学、电子制造、汽车及智能机器人行业。最近任职吉咖智能机器人有限公司管理会计\/Controlling，负责产品成本核算、标准成本、预算管理、销售财务BP、应收账款风险分析、库存预测及成本毛利报表等工作。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/88b0e28c754441da_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/88b0e28c754441da_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:16:57.000000Z",
"updated_at": "2026-06-29T08:16:57.000000Z",
"deleted_at": null
},
"screening": {
"id": 24,
"mysql_resume_id": 104,
"candidate_name": "马潇潇",
"age": null,
"highest_degree": "本科",
"school": "常州大学",
"years_experience": 15,
"location": "苏州-相城区",
"current_company": "吉咖智能机器人有限公司",
"skills": [
"产品成本核算",
"材料成本归集",
"制造费用归集",
"人工成本归集",
"成本报表",
"标准成本",
"成本分析",
"成本预算执行分析",
"成本管控体系",
"流程梳理及优化",
"降本增效",
"业财融合",
"成本预测",
"成本控制",
"成本考核",
"生产物资盘点",
"存货账龄分析",
"存货分析",
"产销存滚动预测",
"库存管理",
"预算管理",
"滚动预测",
"月结",
"战略规划财务支持",
"产品定价支持"
],
"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15.0年",
"matched": true,
"evidence": "15.0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": "pass",
"redline_single_day_off": "pending_interview",
"match_score": 46,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "17\/40 个声称技能在项目和摘要中均无体现: ['材料成本归集', '制造费用归集', '人工成本归集', '成本考核', '存货账龄分析', '战略规划财务支持', '产品定价支持', '销售策略财务支持']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2010年，经验15.0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": 2010,
"years_experience": 15,
"estimated_work_start": 2011,
"expected_graduation_start": 2032
},
"overall_consistency": 60,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"产品成本核算",
"材料成本归集",
"制造费用归集",
"人工成本归集",
"成本报表",
"标准成本",
"成本分析",
"成本预算执行分析",
"成本管控体系",
"流程梳理及优化",
"降本增效",
"业财融合",
"成本预测",
"成本控制",
"成本考核",
"生产物资盘点",
"存货账龄分析",
"存货分析",
"产销存滚动预测",
"库存管理",
"预算管理",
"滚动预测",
"月结",
"战略规划财务支持",
"产品定价支持"
],
"consistency_score": 60,
"skills_in_summary_only": [
"财务BP"
],
"skills_without_evidence": [
"材料成本归集",
"制造费用归集",
"人工成本归集",
"成本考核",
"存货账龄分析",
"战略规划财务支持",
"产品定价支持",
"销售策略财务支持",
"销售合同流程支持",
"毛利分析",
"SAP",
"BOM",
"OEE",
"CAPEX",
"Oracle"
],
"skills_verified_in_projects": [
"成本管控体系",
"成本预测",
"成本报表",
"月结",
"预算管理",
"流程梳理及优化",
"客户信用额度管控",
"成本预算执行分析",
"滚动预测",
"财务BP",
"标准成本",
"成本控制",
"产品成本核算",
"产品生命周期价格管理",
"本量利模型"
]
}
},
"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": "2026-06-29T10:06:19.000000Z",
"updated_at": "2026-06-29T10:42:48.000000Z",
"overall_score": "{\"composite\": 76.2, \"stability\": 80, \"pace_match\": 75, \"tech_power\": 80, \"salary_match\": 67, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"salary_slightly_over\", \"detail\": \"薪资略超预算(匹配度67\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "approve",
"score_breakdown": "{\"stability\": {\"score\": 80, \"weight\": 0.25, \"rationale\": \"基于15.0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\": 75, \"weight\": 0.2, \"rationale\": \"地点: 苏州✅ + 普通 + 15.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 80, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 15.0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 60%\"], \"rationale\": \"硬性条件匹配 + 经验15.0年 + 15个项目 + 一致性60%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 67, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据15.0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\"}}"
}
}