{
    "summary": {
        "overall_match": "候选人具备4年机器人系统测试经验，但专业背景（土木工程）与JD要求（电子\/计算机\/自动化）不符，且缺乏底层嵌入式固件测试及MCU\/RTOS相关经验，整体匹配度较低。",
        "key_strengths": [
            "具备丰富的智能机器人整机及系统测试经验",
            "熟悉Python脚本编写及自动化辅助测试",
            "简历结构清晰，项目经历描述详实"
        ],
        "key_concerns": [
            "专业背景（土木工程）不符合JD硬性要求",
            "工作年限（4年）未达到JD要求的5年以上",
            "缺乏底层嵌入式固件、MCU架构及RTOS相关经验"
        ],
        "recommendation_summary": "候选人专业与经验方向与岗位核心要求（嵌入式固件测试）存在较大偏差，且硬性条件（专业、年限）不满足，综合匹配分处于50-64区间，建议谨慎推进或作为备选。"
    },
    "hard_requirements_check": [
        {
            "requirement": "全日制统招本科及以上，电子\/计算机\/自动化相关专业",
            "status": "unmet",
            "evidence": "候选人为安徽理工大学土木工程本科，专业不符合要求。"
        },
        {
            "requirement": "5年以上嵌入式固件或硬件产品测试经验",
            "status": "unmet",
            "evidence": "候选人实际工作年限为4年，且经验偏向机器人系统\/整机测试，非底层嵌入式固件测试。"
        },
        {
            "requirement": "熟悉ARM等MCU架构，能阅读C\/C++代码，理解中断、RTOS调度",
            "status": "unknown",
            "evidence": "简历未提及MCU架构、C\/C++代码阅读及RTOS调度相关经验。"
        },
        {
            "requirement": "熟悉UART、I2C、SPI、USB等接口协议，会用示波器\/逻辑分析仪",
            "status": "unknown",
            "evidence": "简历仅提及了解示波器基础使用，未提及接口协议及逻辑分析仪经验。"
        },
        {
            "requirement": "熟练使用Python\/C++\/Shell至少一门语言",
            "status": "met",
            "evidence": "简历明确提及熟悉Python脚本编写，并在多个项目中使用。"
        },
        {
            "requirement": "必须熟练使用AI工具辅助测试工作",
            "status": "unknown",
            "evidence": "简历未提及使用GPT、Copilot等AI工具辅助测试的经验。"
        }
    ],
    "dimensions": [
        {
            "name": "tech_power",
            "raw_score": 45,
            "confidence_level": "medium",
            "jd_requirement": "5年以上嵌入式固件\/硬件测试经验，熟悉ARM\/MCU、C\/C++、RTOS，熟悉UART\/I2C等协议及示波器\/逻辑分析仪，熟练使用AI工具",
            "resume_fulfillment": "候选人有4年机器人系统测试经验，熟悉Python和基础示波器使用，但缺乏底层固件、MCU\/RTOS及硬件协议测试经验，且未体现AI工具使用。"
        },
        {
            "name": "stability",
            "raw_score": 75,
            "confidence_level": "medium",
            "jd_requirement": "未明确说明，按常规稳定性评估",
            "resume_fulfillment": "最近一段工作经历（上海捷艾特）任职约47个月，超过24个月，稳定性良好。"
        },
        {
            "name": "salary_match",
            "raw_score": 50,
            "confidence_level": "low",
            "jd_requirement": "15-25K",
            "resume_fulfillment": "候选人未提供期望薪资，信息缺失。"
        },
        {
            "name": "pace_match",
            "raw_score": 50,
            "confidence_level": "low",
            "jd_requirement": "苏州-展业大厦，大小周(早9晚9)",
            "resume_fulfillment": "候选人未提供当前城市，未说明是否接受苏州办公及大小周\/早9晚9的工作节奏，信息缺失。"
        },
        {
            "name": "communication",
            "raw_score": 95,
            "confidence_level": "high",
            "jd_requirement": "无直接要求，评估简历呈现质量",
            "resume_fulfillment": "简历模块清晰，项目经历详实，背景、动作和结果描述完整，无逻辑矛盾。"
        }
    ],
    "risks": {
        "hard_constraint_risks": [
            {
                "description": "专业背景不符：JD要求电子\/计算机\/自动化相关专业，候选人为土木工程。",
                "risk_impact": 25
            },
            {
                "description": "经验年限及方向不符：JD要求5年以上嵌入式固件\/硬件测试经验，候选人仅4年且偏向机器人系统测试。",
                "risk_impact": 25
            }
        ],
        "confirmed_high_risks": [],
        "potential_risks": [
            {
                "description": "技术匹配度较低（45分），核心底层固件测试能力证据不足。",
                "risk_impact": 2
            }
        ]
    },
    "match_score": 55.7,
    "overall_confidence": 0.61,
    "recommendation": "pending_with_caution"
}

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