交叉验证详情

蒋
蒋也均

简历ID 63 初筛 #20 一致性 54
学历-经验时间线

gap_years 2
timeline_ok 是
graduation_year 2015
years_experience 9
estimated_work_start 2017
expected_graduation_start 2037
技能-项目一致性

得分
54
声称技能 (25)
C C++ Qt Qt Creator Visual Studio EDA Vivado Linux gdb ffmpeg yuyv422 yuv420p h264 alsa QOpenGL QOpenGL ES ARM平台软件移植交叉编译 QSqlite Windows开发 macOS开发 iOS开发 Objective-C Xcode Rtaudio
项目中验证 (15)
QOpenGL Objective-C 沙盒 Qt 界面框架搭建谓词过滤 CoreData QPainter 自定义控件 EDA Rtaudio C Xcode QOpenGL ES Linux
仅在摘要中 (3)
C C++ Qt
无证据 (15)
Qt Creator Visual Studio EDA Vivado Linux gdb yuyv422 yuv420p h264 alsa QOpenGL QOpenGL ES ARM平台软件移植交叉编译 QSqlite
矛盾/可疑信号

skill_project_gap high
27/35 个声称技能在项目和摘要中均无体现: ['Qt Creator', 'Visual Studio', 'EDA', 'Vivado', 'Linux', 'gdb', 'yuyv422', 'yuv420p']
建议：面试时验证这些技能的真实性
timeline_anomaly medium
毕业2015年，经验9.0年，推算开始工作年份与预期毕业年份偏差2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

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    "screening_id": 20,
    "skill_project_consistency": {
        "noisy_skills": [],
        "claimed_skills": [
            "C",
            "C++",
            "Qt",
            "Qt Creator",
            "Visual Studio",
            "EDA",
            "Vivado",
            "Linux",
            "gdb",
            "ffmpeg",
            "yuyv422",
            "yuv420p",
            "h264",
            "alsa",
            "QOpenGL",
            "QOpenGL ES",
            "ARM平台软件移植",
            "交叉编译",
            "QSqlite",
            "Windows开发",
            "macOS开发",
            "iOS开发",
            "Objective-C",
            "Xcode",
            "Rtaudio"
        ],
        "consistency_score": 54,
        "skills_in_summary_only": [
            "C",
            "C++",
            "Qt"
        ],
        "skills_without_evidence": [
            "Qt Creator",
            "Visual Studio",
            "EDA",
            "Vivado",
            "Linux",
            "gdb",
            "yuyv422",
            "yuv420p",
            "h264",
            "alsa",
            "QOpenGL",
            "QOpenGL ES",
            "ARM平台软件移植",
            "交叉编译",
            "QSqlite"
        ],
        "skills_verified_in_projects": [
            "QOpenGL",
            "Objective-C",
            "沙盒",
            "Qt",
            "界面框架搭建",
            "谓词过滤",
            "CoreData",
            "QPainter",
            "自定义控件",
            "EDA",
            "Rtaudio",
            "C",
            "Xcode",
            "QOpenGL ES",
            "Linux"
        ]
    },
    "education_timeline": {
        "gap_years": 2,
        "timeline_ok": true,
        "graduation_year": 2015,
        "years_experience": 9,
        "estimated_work_start": 2017,
        "expected_graduation_start": 2037
    },
    "salary_location_check": null,
    "skill_level_contradictions": null,
    "overall_consistency": 54,
    "flags": [
        {
            "type": "skill_project_gap",
            "detail": "27\/35 个声称技能在项目和摘要中均无体现: ['Qt Creator', 'Visual Studio', 'EDA', 'Vivado', 'Linux', 'gdb', 'yuyv422', 'yuv420p']",
            "severity": "high",
            "suggested_check": "面试时验证这些技能的真实性"
        },
        {
            "type": "timeline_anomaly",
            "detail": "毕业2015年，经验9.0年，推算开始工作年份与预期毕业年份偏差2年",
            "severity": "medium",
            "suggested_check": "核实是否有中断、转行或教育经历不完整"
        }
    ],
    "created_at": "2026-06-29T10:06:15.000000Z",
    "resume": {
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        "resource_id": 63,
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        "target_role": "C++",
        "candidate_name": "蒋也均",
        "age": 31,
        "phone": "15061516097",
        "email": "",
        "wechat": "",
        "location": "无锡",
        "highest_degree": "本科",
        "school": "南京理工大学",
        "major": "机电一体化",
        "graduation_year": 2015,
        "years_experience": 9,
        "current_company": "上海合见工业软件集团有限公司无锡分公司",
        "current_title": "qt开发工程师",
        "skills_json": [
            "C",
            "C++",
            "Qt",
            "Qt Creator",
            "Visual Studio",
            "EDA",
            "Vivado",
            "Linux",
            "gdb",
            "ffmpeg",
            "yuyv422",
            "yuv420p",
            "h264",
            "alsa",
            "QOpenGL",
            "QOpenGL ES",
            "ARM平台软件移植",
            "交叉编译",
            "QSqlite",
            "Windows开发",
            "macOS开发",
            "iOS开发",
            "Objective-C",
            "Xcode",
            "Rtaudio",
            "QPainter",
            "CoreData",
            "谓词过滤",
            "沙盒",
            "数据库增删改查",
            "界面框架搭建",
            "自定义控件",
            "网络模块对接",
            "打印模块对接",
            "Regression代码编写"
        ],
        "summary": "蒋也均，男，31岁，本科学历，南京理工大学机电一体化专业，2015年毕业。具备9年工作经验，主要从事C\/C++、Qt和iOS相关开发。最近在上海合见工业软件集团有限公司无锡分公司任qt开发工程师，负责compile gui多个模块开发维护。过往经历包括苏州译牛智能科技、深圳市度点科技、无锡君泰商品合约交易有限公司，涉及跨平台音视频、条码编辑软件、交易客户端和后台管理系统开发维护。",
        "raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/416501eba3b5c8ad_raw.txt",
        "raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/416501eba3b5c8ad_raw.txt",
        "parser_version": "resume-parser-v1.1+codex",
        "llm_used": true,
        "created_at": "2026-06-29T07:24:45.000000Z",
        "updated_at": "2026-06-29T12:57:02.000000Z",
        "deleted_at": null
    },
    "screening": {
        "id": 20,
        "mysql_resume_id": 63,
        "candidate_name": "蒋也均",
        "age": 31,
        "highest_degree": "本科",
        "school": "南京理工大学",
        "years_experience": 9,
        "location": "无锡",
        "current_company": "上海合见工业软件集团有限公司无锡分公司",
        "skills": [
            "C",
            "C++",
            "Qt",
            "Qt Creator",
            "Visual Studio",
            "EDA",
            "Vivado",
            "Linux",
            "gdb",
            "ffmpeg",
            "yuyv422",
            "yuv420p",
            "h264",
            "alsa",
            "QOpenGL",
            "QOpenGL ES",
            "ARM平台软件移植",
            "交叉编译",
            "QSqlite",
            "Windows开发",
            "macOS开发",
            "iOS开发",
            "Objective-C",
            "Xcode",
            "Rtaudio"
        ],
        "parse_quality_score": 100,
        "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9.0年",
            "matched": true,
            "evidence": "9.0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": true,
            "evidence": "命中: arm",
            "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: 视频",
            "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": "risk",
        "redline_single_day_off": "pending_interview",
        "match_score": 90,
        "hard_all_pass": true,
        "bonus_hit_count": 2,
        "cross_reference": {
            "flags": [
                {
                    "type": "skill_project_gap",
                    "detail": "27\/35 个声称技能在项目和摘要中均无体现: ['Qt Creator', 'Visual Studio', 'EDA', 'Vivado', 'Linux', 'gdb', 'yuyv422', 'yuv420p']",
                    "severity": "high",
                    "suggested_check": "面试时验证这些技能的真实性"
                },
                {
                    "type": "timeline_anomaly",
                    "detail": "毕业2015年，经验9.0年，推算开始工作年份与预期毕业年份偏差2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": 2,
                "timeline_ok": true,
                "graduation_year": 2015,
                "years_experience": 9,
                "estimated_work_start": 2017,
                "expected_graduation_start": 2037
            },
            "overall_consistency": 54,
            "skill_contradictions": [],
            "field_completeness_pct": 100,
            "skill_project_consistency": {
                "noisy_skills": [],
                "claimed_skills": [
                    "C",
                    "C++",
                    "Qt",
                    "Qt Creator",
                    "Visual Studio",
                    "EDA",
                    "Vivado",
                    "Linux",
                    "gdb",
                    "ffmpeg",
                    "yuyv422",
                    "yuv420p",
                    "h264",
                    "alsa",
                    "QOpenGL",
                    "QOpenGL ES",
                    "ARM平台软件移植",
                    "交叉编译",
                    "QSqlite",
                    "Windows开发",
                    "macOS开发",
                    "iOS开发",
                    "Objective-C",
                    "Xcode",
                    "Rtaudio"
                ],
                "consistency_score": 54,
                "skills_in_summary_only": [
                    "C",
                    "C++",
                    "Qt"
                ],
                "skills_without_evidence": [
                    "Qt Creator",
                    "Visual Studio",
                    "EDA",
                    "Vivado",
                    "Linux",
                    "gdb",
                    "yuyv422",
                    "yuv420p",
                    "h264",
                    "alsa",
                    "QOpenGL",
                    "QOpenGL ES",
                    "ARM平台软件移植",
                    "交叉编译",
                    "QSqlite"
                ],
                "skills_verified_in_projects": [
                    "QOpenGL",
                    "Objective-C",
                    "沙盒",
                    "Qt",
                    "界面框架搭建",
                    "谓词过滤",
                    "CoreData",
                    "QPainter",
                    "自定义控件",
                    "EDA",
                    "Rtaudio",
                    "C",
                    "Xcode",
                    "QOpenGL ES",
                    "Linux"
                ]
            }
        },
        "screening_verdict": "pass",
        "screening_summary": "硬性条件全部通过，匹配度90%，加分项2\/3，建议周总审核进入技术面",
        "pushed_to_feishu": false,
        "feishu_message_id": "",
        "created_at": "2026-06-29T10:06:15.000000Z",
        "updated_at": "2026-06-29T10:42:47.000000Z",
        "overall_score": "{\"composite\": 76.8, \"stability\": 67, \"pace_match\": 56, \"tech_power\": 100, \"salary_match\": 74, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
        "risk_flags": "[{\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分56\/100)\", \"severity\": \"medium\"}, {\"type\": \"salary_slightly_over\", \"detail\": \"薪资略超预算(匹配度74\/100)\", \"severity\": \"medium\"}]",
        "recommended_action": "approve",
        "score_breakdown": "{\"stability\": {\"score\": 67, \"weight\": 0.25, \"rationale\": \"基于9.0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\": 56, \"weight\": 0.2, \"rationale\": \"地点: 无锡 + 普通 + 9.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 100, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 9.0年\", \"Linux: 通过\", \"加分: 2\/3\", \"交叉验证一致性: 54%\"], \"rationale\": \"硬性条件匹配 + 经验9.0年 + 15个项目 + 一致性54%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 74, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据9.0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 80, \"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\"}}"
    }
}