{
    "summary": {
        "overall_match": "候选人C++后端与AI部署能力突出，项目成果显著，但缺乏Qt前端开发与AI Agent应用经验，且薪资、节奏等关键信息缺失。",
        "key_strengths": [
            "C++后端与多线程性能优化能力极强，具备丰富的多异构硬件AI推理部署经验",
            "项目成果量化清晰，如单路300+FPS解码、32-35倍音频分析速率等",
            "简历结构清晰，模块完整，表达专业且具备高度一致性"
        ],
        "key_concerns": [
            "未体现Qt GUI开发经验，可能影响前端交互界面相关职责的胜任力",
            "未体现AI Agent高级应用能力，与JD第7项核心要求存在差距",
            "期望薪资、到岗时间及对大小周\/早9晚9工作节奏的接受度均未知"
        ],
        "recommendation_summary": "技术底座扎实，AI与C++后端经验高度匹配岗位核心需求，综合分达标。建议推进面试以核实Qt与AI Agent能力，并沟通薪资及工作节奏意愿。"
    },
    "dimensions": [
        {
            "name": "tech_power",
            "raw_score": 85,
            "confidence_level": "medium",
            "jd_requirement": "要求扎实的C++基础，满足Qt前端或C++后端二选一核心技能，熟练使用CMake\/Git，具备AI辅助编程与Agent高级应用能力，优先有边缘计算\/图像产品经验。",
            "resume_fulfillment": "C++后端、多线程优化、多异构硬件AI部署及边缘计算经验高度满足；CMake\/Git等工具熟练。但简历未体现Qt GUI开发经验，也未提及AI Agent高级应用经验。"
        },
        {
            "name": "stability",
            "raw_score": 75,
            "confidence_level": "high",
            "jd_requirement": "社招3年以上，无明确稳定性特殊要求，默认评估历史任职时长。",
            "resume_fulfillment": "最近一段正式工作经历为浪潮软件（2022.7-2026.7），任职时长48个月，超过24个月，稳定性良好。"
        },
        {
            "name": "salary_match",
            "raw_score": 50,
            "confidence_level": "low",
            "jd_requirement": "岗位薪资范围为 18-30K。",
            "resume_fulfillment": "候选人未提供期望薪资，无法评估匹配度。"
        },
        {
            "name": "pace_match",
            "raw_score": 50,
            "confidence_level": "low",
            "jd_requirement": "工作地点苏州，工作节奏为大小周(早9晚9)。",
            "resume_fulfillment": "候选人未提供当前所在城市、是否接受异地及大小周\/早9晚9工作节奏，也未提供预计到岗时间。"
        },
        {
            "name": "communication",
            "raw_score": 95,
            "confidence_level": "high",
            "jd_requirement": "此项为简历信息表达质量评估，JD无直接要求。",
            "resume_fulfillment": "简历模块清晰，教育、工作、项目、技能字段完整；项目经历能清晰说明背景、个人动作和量化结果；技能与经历时间线一致，无矛盾。"
        }
    ],
    "match_score": 78.3,
    "overall_confidence": 0.65,
    "recommendation": "approve",
    "risks": {
        "hard_constraint_risks": [],
        "confirmed_high_risks": [],
        "potential_risks": [
            {
                "dimension": "tech_power",
                "description": "候选人具备C++与AI部署基础，但简历未直接体现Qt前端GUI开发及AI Agent高级应用经验，核心职责匹配度需进一步核实。",
                "risk_impact": -14
            }
        ]
    },
    "missing_information": [
        "候选人未提供期望薪资，无法评估薪资匹配度。",
        "候选人未提供当前所在城市及是否接受苏州工作。",
        "候选人未说明是否接受大小周及早9晚9的工作节奏。",
        "候选人未提供预计到岗时间。",
        "候选人未提供AI辅助编程工具及AI Agent高级应用的相关经验证据。"
    ]
}

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