{
    "summary": {
        "overall_match": "候选人技术能力与岗位需求高度匹配，具备丰富的机器视觉项目落地经验及3D\/AI应用背景，综合素质优秀。",
        "key_strengths": [
            "核心视觉技能完全覆盖，具备丰富的3D\/2D视觉系统方案设计与复杂光学选型、打光经验",
            "具备深度学习与3D结构光项目实际落地经验，精准命中岗位加分项",
            "简历项目描述详实，数据指标清晰，展现出优秀的工程落地能力与文档呈现质量"
        ],
        "key_concerns": [
            "候选人期望薪资为面议，需核实是否在10-15K的岗位预算范围内",
            "未明确说明是否接受苏州工作地点、单休（月休4天）及中短期出差安排",
            "简历未写明具体毕业专业，需核实是否属于JD要求的光学、自动化、计算机等相关专业"
        ],
        "recommendation_summary": "候选人技术匹配度极高，拥有3年以上机器视觉项目经验，且在3D视觉和深度学习方面有实际成果。稳定性良好，简历呈现质量高。虽部分节奏与薪资信息缺失，但不影响其作为高潜技术人才的推荐，建议尽快推进面试并核实相关意向。"
    },
    "dimensions": [
        {
            "name": "tech_power",
            "raw_score": 95,
            "confidence_level": "high",
            "adjusted_score": 95,
            "adjusted_weight": 0.667,
            "jd_requirement": "要求2年以上机器视觉经验，熟练掌握视觉平台，具备扎实光学基础及打光方案能力，熟悉工业通信协议及PLC对接，有3D\/AI经验优先。",
            "resume_fulfillment": "具备3年2个月视觉项目经验，熟练使用Halcon\/VisionPro\/海康VM，主导多个项目的光学选型与打光设计，具备Modbus\/TCP与PLC对接经验，且有3D结构光与深度学习项目落地经验，完全满足并超出部分要求。"
        },
        {
            "name": "stability",
            "raw_score": 75,
            "confidence_level": "medium",
            "adjusted_score": 70,
            "adjusted_weight": 0.267,
            "jd_requirement": "未明确说明，按常规评估任职稳定性。",
            "resume_fulfillment": "最近一段工作经历为2023.06至2026.08，任职时长38个月，超过24个月，稳定性良好。"
        },
        {
            "name": "salary_match",
            "raw_score": 50,
            "confidence_level": "low",
            "adjusted_score": null,
            "adjusted_weight": null,
            "jd_requirement": "10-15K",
            "resume_fulfillment": "期望薪资为面议，信息缺失，无法直接比对。"
        },
        {
            "name": "pace_match",
            "raw_score": 50,
            "confidence_level": "low",
            "adjusted_score": null,
            "adjusted_weight": null,
            "jd_requirement": "苏州工作，月休4天（单休），适应中短期出差。",
            "resume_fulfillment": "未说明当前所在城市，未明确是否接受单休及出差安排，关键节奏信息缺失。"
        },
        {
            "name": "communication",
            "raw_score": 95,
            "confidence_level": "high",
            "adjusted_score": 95,
            "adjusted_weight": 0.066,
            "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，项目经历采用背景-职责-结果结构，数据指标详实，技能与项目经历高度一致，呈现质量优秀。"
        }
    ],
    "match_score": 88.3,
    "overall_confidence": 0.71,
    "recommendation": "strong_approve"
}

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