{
    "summary": {
        "overall_match": "候选人具备机器人及智能硬件整机测试经验，但工作年限及底层嵌入式固件核心技术经验与岗位资深要求存在明显差距。",
        "key_strengths": [
            "具备四足机器人及工业AMR底盘整机软硬件联调与长稳压力测试经验",
            "熟悉传感器功能验证及Python接口自动化测试，有复杂硬件项目落地经验"
        ],
        "key_concerns": [
            "总工作年限约2.5年，不满足JD要求的5年以上嵌入式固件或硬件测试经验",
            "简历未体现ARM\/MCU架构、C\/C++代码阅读、RTOS调度及AI工具辅助测试等核心底层技能"
        ],
        "recommendation_summary": "候选人硬件整机测试经验较丰富，但工作年限不足且缺乏嵌入式底层核心技术证据，需进一步核实其底层技术能力及AI工具使用经验。"
    },
    "dimensions": [
        {
            "name": "tech_power",
            "raw_score": 78,
            "confidence_level": "medium",
            "adjusted_score": 72.4,
            "adjusted_weight": 0.67,
            "jd_requirement": "5年以上嵌入式固件\/硬件测试经验，熟悉ARM\/MCU、C\/C++、RTOS，熟悉接口协议及示波器\/逻辑分析仪，熟练使用Python及AI工具。",
            "resume_fulfillment": "具备约2.5年机器人及AMR硬件整机测试经验，熟悉示波器及Python自动化。但缺乏ARM\/MCU、C\/C++、RTOS及AI工具使用的直接证据，底层固件测试深度不足。"
        },
        {
            "name": "stability",
            "raw_score": 40,
            "confidence_level": "medium",
            "adjusted_score": 42,
            "adjusted_weight": 0.27,
            "jd_requirement": "期望候选人具备长期稳定的工作经历，能独立负责复杂项目交付。",
            "resume_fulfillment": "最近一段工作任职21个月，历史一段工作任职9个月，历史平均任职年限较短，稳定性存在一定风险。"
        },
        {
            "name": "salary_match",
            "raw_score": 50,
            "confidence_level": "low",
            "adjusted_score": null,
            "adjusted_weight": null,
            "jd_requirement": "15-25K",
            "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": 50,
            "confidence_level": "low",
            "adjusted_score": null,
            "adjusted_weight": null,
            "jd_requirement": "苏州-展业大厦，大小周(早9晚9)。",
            "resume_fulfillment": "候选人未说明当前所在城市、是否接受大小周及到岗时间，关键节奏匹配信息缺失。"
        },
        {
            "name": "communication",
            "raw_score": 80,
            "confidence_level": "high",
            "adjusted_score": 80,
            "adjusted_weight": 0.06,
            "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，项目背景、职责与结果描述完整，但存在个别项目时间线逻辑错误（如2026.7-2026.5）。"
        }
    ],
    "match_score": 64.8,
    "overall_confidence": 0.61,
    "recommendation": "pending"
}

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