{
    "summary": {
        "overall_match": "候选人具备扎实的机器视觉项目经验，核心技能与岗位高度匹配，虽部分节奏与薪资信息缺失，但整体技术实力突出，强烈推荐。",
        "key_strengths": [
            "核心技能完全覆盖，熟练掌握海康VM、康耐视VP等视觉平台及复杂表面打光方案设计",
            "具备丰富的工业现场项目落地经验，且命中3D与AI深度学习应用加分项"
        ],
        "key_concerns": [
            "期望薪资、当前所在城市及到岗时间未提供，需后续沟通确认",
            "岗位月休4天（单休）及中短期出差要求，候选人未明确表达接受意愿"
        ],
        "recommendation_summary": "技术匹配度极高且证据充分，稳定性良好，简历呈现质量高。薪资与节奏信息缺失不阻碍技术主导的推荐结论，建议推进面试并核实相关意愿。"
    },
    "dimensions": [
        {
            "name": "tech_power",
            "raw_score": 95,
            "confidence_level": "high",
            "jd_requirement": "2年以上机器视觉项目经验，熟练掌握视觉平台操作，具备扎实光学基础与复杂打光方案能力，熟悉工业通信协议，3D或AI经验优先。",
            "resume_fulfillment": "具备约2年1个月机器视觉经验，熟练使用海康VM、康耐视VP等平台；在多个项目中独立设计同轴光、低角度打光等方案解决高反光问题；掌握TCP\/IP及PLC通讯；项目经验中明确包含深度学习工具应用及3D图像处理技能。",
            "adjusted_score": 95,
            "adjusted_weight": 0.666
        },
        {
            "name": "stability",
            "raw_score": 75,
            "confidence_level": "medium",
            "jd_requirement": "JD未明确稳定性期望，依据通用评估标准考察最近一段正式工作任职时长。",
            "resume_fulfillment": "候选人仅有一段正式工作经历（2024\/08-2026\/09），任职时长约25个月，超过24个月阈值，直接视为稳定。",
            "adjusted_score": 70,
            "adjusted_weight": 0.267
        },
        {
            "name": "salary_match",
            "raw_score": 50,
            "confidence_level": "low",
            "jd_requirement": "岗位薪资范围为10-15K。",
            "resume_fulfillment": "候选人简历中未提供期望薪资信息，无法直接评估匹配度，不形成薪资风险。",
            "adjusted_score": null,
            "adjusted_weight": null
        },
        {
            "name": "pace_match",
            "raw_score": 50,
            "confidence_level": "low",
            "jd_requirement": "工作地点苏州，月休4天（单休），需适应中短期出差，无需长期驻场。",
            "resume_fulfillment": "候选人未提供当前所在城市，未明确说明是否接受苏州工作、单休安排及中短期出差，关键意愿信息缺失，不视为明确冲突风险。",
            "adjusted_score": null,
            "adjusted_weight": null
        },
        {
            "name": "communication",
            "raw_score": 95,
            "confidence_level": "high",
            "jd_requirement": "此项为简历信息表达质量评估，JD无直接硬性要求。",
            "resume_fulfillment": "简历模块清晰，教育、工作、项目经历时间线与字段完整；项目描述采用背景-内容-维护结构，个人动作与量化结果明确，技能与经历高度一致。",
            "adjusted_score": 95,
            "adjusted_weight": 0.067
        }
    ],
    "match_score": 88.3,
    "overall_confidence": 0.71,
    "recommendation": "strong_approve"
}

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