{
    "summary": {
        "overall_match": "候选人技术能力突出，项目经验丰富，但学历与工作年限未达JD硬性要求。",
        "key_strengths": [
            "机器视觉项目经验扎实，精通VM\/VisionPro及3D\/AI应用",
            "光学选型与打光方案设计能力强，有复杂场景落地经验"
        ],
        "key_concerns": [
            "最高学历为大专，不满足本科及以上要求",
            "实际工作年限约22个月，略低于2年以上要求"
        ],
        "recommendation_summary": "技术匹配度高，但存在学历和工作年限两项硬性条件不满足，建议业务部门评估是否可破格录用。"
    },
    "hard_requirements_check": [
        {
            "requirement": "本科及以上学历",
            "status": "unmet",
            "evidence": "简历明确显示最高学历为大专。"
        },
        {
            "requirement": "2年以上机器视觉项目经验",
            "status": "unmet",
            "evidence": "候选人2024.9至2026.7在东莞市众视智能科技有限公司任职，实际工作约22个月，不足2年。"
        },
        {
            "requirement": "熟练掌握视觉平台操作与配置",
            "status": "met",
            "evidence": "精通Visionmaster\/VisionPro，并在5个复杂项目中独立搭建检测流程。"
        },
        {
            "requirement": "具备扎实光学基础及打光方案设计能力",
            "status": "met",
            "evidence": "项目中详细体现了光源选型、镜头配置及复杂表面（如高反光、曲面）的打光方案设计。"
        },
        {
            "requirement": "熟悉工业通信协议并对接PLC",
            "status": "met",
            "evidence": "多个项目中明确提到通过TCP模块对接三菱PLC等工业设备。"
        },
        {
            "requirement": "适应中短期出差",
            "status": "met",
            "evidence": "自我评价中明确说明“适应短期出差”。"
        }
    ],
    "dimensions": [
        {
            "name": "tech_power",
            "raw_score": 88,
            "confidence_level": "high",
            "adjusted_score": 88,
            "adjusted_weight": 0.909,
            "score_breakdown": [
                {
                    "factor": "中性基准",
                    "score_change": 50
                },
                {
                    "factor": "核心要求高度满足（视觉平台、光学打光、通信协议）",
                    "score_change": 20,
                    "evidence": "精通VM\/VisionPro，具备复杂打光方案设计能力，熟练使用TCP对接PLC。"
                },
                {
                    "factor": "命中3D\/AI加分项",
                    "score_change": 8,
                    "evidence": "具备3D线扫、3D线激光及VisionTrain深度学习项目经验。"
                },
                {
                    "factor": "项目和成果证据",
                    "score_change": 10,
                    "evidence": "5个复杂项目落地，数据详实（如99.8%准确率，0.02mm残差），成果明确。"
                }
            ],
            "jd_requirement": "2年以上机器视觉项目经验，精通视觉平台，具备扎实光学基础及打光设计能力，熟悉通信协议对接，3D\/AI优先。",
            "resume_fulfillment": "精通VM\/VisionPro，有5个复杂项目落地经验，涵盖3D线扫、深度学习及复杂打光方案，技术能力高度匹配。"
        },
        {
            "name": "stability",
            "raw_score": 50,
            "confidence_level": "low",
            "adjusted_score": null,
            "adjusted_weight": null,
            "score_breakdown": [
                {
                    "factor": "中性基准",
                    "score_change": 50
                }
            ],
            "jd_requirement": "未明确说明，按常规评估。",
            "resume_fulfillment": "仅有一段正式工作经历（22个月），不足24个月，无法计算历史均值，信息不足。"
        },
        {
            "name": "salary_match",
            "raw_score": 50,
            "confidence_level": "low",
            "adjusted_score": null,
            "adjusted_weight": null,
            "score_breakdown": [
                {
                    "factor": "中性基准",
                    "score_change": 50
                }
            ],
            "jd_requirement": "10-15K",
            "resume_fulfillment": "期望薪资面议，信息缺失。"
        },
        {
            "name": "pace_match",
            "raw_score": 50,
            "confidence_level": "low",
            "adjusted_score": null,
            "adjusted_weight": null,
            "score_breakdown": [
                {
                    "factor": "中性基准",
                    "score_change": 50
                }
            ],
            "jd_requirement": "苏州工作，月休4天（单休），适应中短期出差。",
            "resume_fulfillment": "明确接受短期出差，但当前地点及是否接受单休、苏州工作未说明，关键信息缺失。"
        },
        {
            "name": "communication",
            "raw_score": 85,
            "confidence_level": "high",
            "adjusted_score": 85,
            "adjusted_weight": 0.091,
            "score_breakdown": [
                {
                    "factor": "中性基准",
                    "score_change": 50
                },
                {
                    "factor": "模块清晰、阅读顺序合理",
                    "score_change": 10,
                    "evidence": "简历结构完整，包含求职意向、工作经历、项目经历等核心模块。"
                },
                {
                    "factor": "能说明背景、个人动作和结果",
                    "score_change": 15,
                    "evidence": "项目经历采用STAR法则，数据详实（如12s\/件，±0.05mm，99.8%等），表达专业。"
                },
                {
                    "factor": "任职时间、职位等字段完整",
                    "score_change": 10,
                    "evidence": "时间线、公司名称、职位及项目角色均清晰完整。"
                }
            ],
            "jd_requirement": "此项为简历信息表达质量评估，JD无直接要求。",
            "resume_fulfillment": "简历结构清晰，项目经历采用STAR法则，数据详实，表达专业度高。"
        }
    ],
    "match_score": 87.7,
    "overall_confidence": 0.55,
    "information_coverage": 0.55,
    "bonus_items": [
        {
            "dimension": "tech_power",
            "bonus_impact": 4,
            "reason": "原始分88，超过80分基准，技术能力突出。"
        },
        {
            "dimension": "communication",
            "bonus_impact": 0.25,
            "reason": "原始分85，超过80分基准，简历呈现质量高。"
        }
    ],
    "risks": {
        "hard_constraint_risks": [
            {
                "dimension": "hard_requirements",
                "risk_impact": 0,
                "description": "学历不满足：JD要求本科及以上学历，候选人最高学历为大专。"
            },
            {
                "dimension": "hard_requirements",
                "risk_impact": 0,
                "description": "工作年限不满足：JD要求2年以上机器视觉项目经验，候选人实际工作约22个月。"
            }
        ],
        "confirmed_high_risks": [],
        "potential_risks": [
            {
                "dimension": "stability",
                "risk_impact": 0,
                "description": "稳定性信息不足：仅有一段不足24个月的正式工作经历，无法评估长期稳定性。"
            },
            {
                "dimension": "pace_match",
                "risk_impact": 0,
                "description": "节奏匹配信息不足：未确认是否接受苏州工作地点及月休4天（单休）安排。"
            }
        ]
    },
    "missing_information": [
        "候选人期望薪资未明确（面议）",
        "候选人当前所在城市及是否接受搬迁至苏州未说明",
        "候选人是否接受月休4天（单休）工作制未说明",
        "稳定性评估信息不足（仅一段<24个月经历）"
    ],
    "recommendation": "pending",
    "recommendation_reason": "技术匹配度高且项目经验扎实，但存在学历（大专）和工作年限（22个月）两项硬性条件不满足。综合分较高，建议业务部门评估是否可破格录用，并核实薪资期望及工作地点\/单休接受度。"
}

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