{
    "summary": {
        "overall_match": "候选人技术能力全面且深度匹配，具备丰富的机器视觉项目全流程落地经验及AI应用经验，整体匹配度极高。",
        "key_strengths": [
            "核心技能完全覆盖，精通主流视觉平台、光学选型及PLC通信对接",
            "具备复杂项目独立主导与落地经验，且包含AI模型训练部署等加分项"
        ],
        "key_concerns": [
            "期望薪资未提供，需后续沟通确认",
            "异地办公及单休接受度、到岗时间等节奏匹配信息缺失"
        ],
        "recommendation_summary": "候选人技术实力强劲，项目成果显著，稳定性良好。虽部分节奏与薪资信息缺失，但不影响其高技术匹配度的核心优势，建议优先推进并核实相关信息。"
    },
    "hard_requirements_check": [
        {
            "requirement": "本科及以上学历，光学、自动化、测控、计算机等相关专业",
            "status": "met",
            "evidence": "郑州升达经贸管理学院，计算机科学与技术专业，本科学历"
        },
        {
            "requirement": "2年以上机器视觉项目经验（非纯售后调试）",
            "status": "met",
            "evidence": "2024.06-2026.07在沈阳睿思腾智能科技有限公司担任机器视觉工程师，任职25个月，主导多个量产级视觉项目全流程开发"
        },
        {
            "requirement": "熟练掌握视觉平台操作配置，独立搭建检测流程并调优",
            "status": "met",
            "evidence": "熟练使用Halcon、VisionPro、VisionMaster，在多个项目中独立搭建检测流程并实现高精度、高节拍交付"
        },
        {
            "requirement": "具备扎实光学基础，独立搭建实验环境及复杂打光方案设计",
            "status": "met",
            "evidence": "具备相机、镜头、光源选型能力，项目中包含远心镜头、频闪光源设计及解决高光、反光等打光难题的实际经验"
        },
        {
            "requirement": "熟悉工业通信协议，独立完成视觉系统与PLC\/上位机对接调试",
            "status": "met",
            "evidence": "熟练掌握TCP\/IP、Modbus及西门子\/欧姆龙\/三菱PLC通信，项目中多次实现视觉系统与PLC的双向通讯与数据交互"
        },
        {
            "requirement": "适应中短期出差",
            "status": "met",
            "evidence": "简历明确写明“适应全国出差”，且具备独立现场安装调试及72h稳定性验证的交付经验"
        }
    ],
    "missing_information": [
        "候选人期望薪资未提供",
        "候选人当前在上海，未明确说明是否接受苏州工作地点",
        "未明确说明是否接受月休4天（单休）的工作节奏",
        "未提供具体到岗时间"
    ],
    "dimensions": [
        {
            "name": "tech_power",
            "raw_score": 95,
            "confidence_level": "high",
            "jd_requirement": "熟练掌握视觉平台、光学选型与打光、工业通信协议对接，具备2年以上机器视觉项目经验，有3D或AI经验者优先",
            "resume_fulfillment": "高度满足。精通Halcon\/VisionPro\/VisionMaster，具备扎实的光学选型与打光经验，熟练掌握多种PLC通信协议。拥有4个复杂的量产级项目落地经验，且包含AIU-Net模型训练与部署经验。"
        },
        {
            "name": "stability",
            "raw_score": 75,
            "confidence_level": "medium",
            "jd_requirement": "未明确说明，依据历史任职年限与稳定性规则评估",
            "resume_fulfillment": "最近一段正式工作经历（沈阳睿思腾智能科技有限公司）任职25个月，超过24个月，直接视为稳定。"
        },
        {
            "name": "salary_match",
            "raw_score": 50,
            "confidence_level": "low",
            "jd_requirement": "10-15K",
            "resume_fulfillment": "候选人未提供期望薪资，信息缺失，无法评估匹配度。"
        },
        {
            "name": "pace_match",
            "raw_score": 58,
            "confidence_level": "low",
            "jd_requirement": "苏州-展业大厦，月休4天(早9晚6:30\/出差时以现场安排为准)，适应中短期出差",
            "resume_fulfillment": "明确接受全国出差（+8分）。但当前在上海，未说明是否接受异地办公；未说明是否接受月休4天（单休）；未提供到岗时间。关键接受意愿缺失。"
        },
        {
            "name": "communication",
            "raw_score": 95,
            "confidence_level": "high",
            "jd_requirement": "此项为简历信息表达质量评估，JD无直接要求",
            "resume_fulfillment": "简历模块清晰，阅读顺序合理；任职时间、职位、公司和项目字段完整；项目经历详细说明了背景、个人动作和量化结果；技能与项目经历高度一致，无矛盾。"
        }
    ],
    "match_score": 88.3,
    "overall_confidence": 0.71,
    "recommendation": "strong_approve"
}

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