{
    "summary": {
        "overall_match": "候选人具备14年硬件研发经验，技术能力与AI智能硬件岗位高度匹配，但近期工作经历较短，稳定性存在一定风险。",
        "key_strengths": [
            "14年硬件研发全流程经验，精通RK\/Orin等主流SoC平台及高速信号设计",
            "具备丰富的影像采集、AI边缘硬件开发及EMI\/EMC整改量产经验",
            "现居深圳且可随时到岗，地点与到岗时间完全匹配"
        ],
        "key_concerns": [
            "近两段工作经历均不足6个月，稳定性得分较低",
            "简历未明确说明是否接受大小周及加班安排",
            "简历文本存在较多错别字和语病，阅读体验一般"
        ],
        "recommendation_summary": "技术能力极强，完全覆盖岗位核心需求。但近期频繁跳槽导致稳定性风险较高，且工作节奏接受度未知，建议面试重点核实离职原因及加班意愿后推进。"
    },
    "jd_analysis": {
        "must_requirements": [
            {
                "requirement": "硬件研发能力（视觉传感\/智能硬件方向）",
                "status": "met",
                "evidence": "14年硬件研发经验，主导多款AI边缘硬件、智能相机\/读码器相关产品开发，精通SoC平台及高速信号设计。"
            },
            {
                "requirement": "工作地点深圳",
                "status": "met",
                "evidence": "候选人现居广东深圳，且明确可接受工作地为广东深圳。"
            }
        ],
        "preferred_requirements": [
            {
                "requirement": "视觉传感、计算成像或AI智能硬件经验",
                "importance": "high"
            },
            {
                "requirement": "硬科技创业团队经验",
                "importance": "medium"
            }
        ],
        "job_environment": {
            "city": "深圳",
            "work_mode": "大小周，打卡早9晚7（普遍9点下班）",
            "pace": "研发任务较多，节奏较快",
            "company_stage": "清华背景硬科技创业团队",
            "arrival_requirement": "尽快到岗（紧急程度2026-08-07）"
        },
        "salary_range": {
            "min_k": 18,
            "max_k": 28,
            "median_k": 23,
            "source": "explicit"
        }
    },
    "hard_requirements_check": [
        {
            "requirement": "硬件研发能力（视觉传感\/智能硬件方向）",
            "status": "met",
            "evidence": "简历明确显示14年硬件研发经验，主导过RK3588手持建图设备、巡检机器人、AI主控器等视觉与AI边缘硬件开发，精通PCB设计、高速信号及EMI整改。"
        },
        {
            "requirement": "工作地点深圳",
            "status": "met",
            "evidence": "现居住地与可接受工作地均为广东深圳。"
        },
        {
            "requirement": "接受大小周及加班安排",
            "status": "unknown",
            "evidence": "简历未明确说明是否接受大小周及晚9点下班的工作节奏，过往经历均为硬件研发岗，但未提供直接接受意愿证据。"
        }
    ],
    "dimensions": [
        {
            "name": "tech_power",
            "raw_score": 100,
            "confidence_level": "high",
            "confidence_coefficient": 1,
            "adjusted_score": 100,
            "base_weight": 0.5,
            "adjusted_weight": 0.526,
            "score_breakdown": [
                {
                    "item": "中性基准",
                    "score_change": 50,
                    "evidence": "所有维度从50分开始"
                },
                {
                    "item": "核心要求高度满足",
                    "score_change": 25,
                    "evidence": "精通RK3588\/Orin NX等主流ARM SoC平台，精通DDR\/MIPI\/PCIE等高速信号布线及信号\/电源完整性优化，完全覆盖智能硬件核心研发需求。"
                },
                {
                    "item": "命中加分项",
                    "score_change": 10,
                    "evidence": "拥有大量影像采集、AI边缘硬件开发实战经验（多路摄像头、激光雷达视觉采集），高度匹配公司视觉传感业务。"
                },
                {
                    "item": "项目和成果证据",
                    "score_change": 15,
                    "evidence": "主导多款复杂AI硬件从0到1开发、样机调试至批量生产落地，完成全套EMI\/EMC认证整改并持续量产，成果明确。"
                }
            ],
            "reason": "候选人具备14年硬件研发经验，技术栈与岗位需求高度吻合，在AI边缘硬件、高速信号设计及量产整改方面有深厚积累，技术能力极强。",
            "jd_requirement": "研发视觉传感类智能硬件，需具备硬件全流程开发、SoC平台应用及高速信号设计能力。",
            "resume_fulfillment": "完全满足。14年经验，精通RK\/Orin平台，主导过多款AI视觉\/建图\/巡检硬件开发，具备丰富的量产及EMI整改经验。"
        },
        {
            "name": "stability",
            "raw_score": 40,
            "confidence_level": "medium",
            "confidence_coefficient": 0.8,
            "adjusted_score": 42,
            "base_weight": 0.2,
            "adjusted_weight": 0.211,
            "score_breakdown": [
                {
                    "item": "中性基准",
                    "score_change": 50,
                    "evidence": "所有维度从50分开始"
                },
                {
                    "item": "最近一段工作不超过24个月且<=12个月，历史均值>2年",
                    "score_change": -10,
                    "evidence": "最近一段工作（千速科技）任职6个月。历史正式工作平均任职年限约2.6年。根据规则，最近一段<=12个月且历史均值>2年，扣10分。"
                }
            ],
            "reason": "候选人最近两段工作经历（千速科技6个月、裕泰科技4个月）均较短，虽然历史平均任职年限尚可，但近期频繁跳槽导致稳定性得分较低。",
            "jd_requirement": "未明确说明，默认期望候选人具备较好的工作稳定性。",
            "resume_fulfillment": "近期稳定性较弱。2025.08-2025.12在裕泰科技（4个月），2026.01-2026.07在千速科技（6个月），需核实离职原因。"
        },
        {
            "name": "salary_match",
            "raw_score": 50,
            "confidence_level": "low",
            "confidence_coefficient": 0,
            "adjusted_score": null,
            "base_weight": 0.05,
            "adjusted_weight": null,
            "score_breakdown": [
                {
                    "item": "中性基准",
                    "score_change": 50,
                    "evidence": "所有维度从50分开始"
                }
            ],
            "reason": "JD明确薪资范围为18-28K，但候选人简历未提供期望薪资，信息缺失，不纳入综合分计算。",
            "jd_requirement": "18-28K",
            "resume_fulfillment": "未提供期望薪资，信息缺失。"
        },
        {
            "name": "pace_match",
            "raw_score": 65,
            "confidence_level": "medium",
            "confidence_coefficient": 0.8,
            "adjusted_score": 62,
            "base_weight": 0.2,
            "adjusted_weight": 0.21,
            "score_breakdown": [
                {
                    "item": "中性基准",
                    "score_change": 50,
                    "evidence": "所有维度从50分开始"
                },
                {
                    "item": "当前地点明确匹配",
                    "score_change": 10,
                    "evidence": "候选人现居深圳，与岗位工作地点完全匹配。"
                },
                {
                    "item": "明确满足到岗要求",
                    "score_change": 5,
                    "evidence": "简历明确标注“目前离职，可随时到岗”，满足紧急到岗需求。"
                }
            ],
            "reason": "地点和到岗时间完全匹配，但简历未明确说明是否接受大小周及晚9点下班的工作节奏，存在一定信息缺失。",
            "jd_requirement": "深圳办公，大小周，早9晚7（普遍9点下班），研发任务多。",
            "resume_fulfillment": "地点匹配，随时到岗。但未明确表态是否接受大小周及加班安排。"
        },
        {
            "name": "communication",
            "raw_score": 55,
            "confidence_level": "high",
            "confidence_coefficient": 1,
            "adjusted_score": 55,
            "base_weight": 0.05,
            "adjusted_weight": 0.053,
            "score_breakdown": [
                {
                    "item": "中性基准",
                    "score_change": 50,
                    "evidence": "所有维度从50分开始"
                },
                {
                    "item": "模块清晰、阅读顺序合理",
                    "score_change": 10,
                    "evidence": "简历包含个人简介、工作经验、项目经历等标准模块，结构完整。"
                },
                {
                    "item": "任职时间、职位等字段完整",
                    "score_change": 10,
                    "evidence": "各段工作经历的时间、公司、职位、职责描述均较完整。"
                },
                {
                    "item": "存在明显错别字和语病",
                    "score_change": -15,
                    "evidence": "简历存在大量错别字和语病，如“人进统产学历”、“双周期”、“台戴式”、“IMAX Q2”等，部分项目描述逻辑混乱，影响阅读体验。"
                }
            ],
            "reason": "简历结构完整，字段齐全，但文本质量较差，存在大量错别字、语病及逻辑不清晰的描述，拉低了整体呈现分数。",
            "jd_requirement": "此项为简历信息表达质量评估，JD无直接要求。",
            "resume_fulfillment": "结构完整，但错别字和语病较多，部分项目描述缺乏逻辑，阅读体验一般。"
        }
    ],
    "information_coverage": 0.95,
    "overall_confidence": 0.87,
    "match_score": 77.4,
    "bonus_items": [
        {
            "dimension": "tech_power",
            "score": 100,
            "confidence": "high",
            "impact": 10,
            "evidence": "技术匹配原始分100，远超80分基准，具备极强的AI硬件及SoC平台开发能力。"
        }
    ],
    "risks": {
        "hard_constraint_risks": [],
        "confirmed_high_risks": [
            {
                "dimension": "stability",
                "score": 40,
                "confidence": "medium",
                "impact": 2,
                "description": "候选人最近两段工作经历（千速科技6个月、裕泰科技4个月）均不足6个月，稳定性原始分40，存在较高流失风险。"
            }
        ],
        "potential_risks": []
    },
    "missing_information": [
        "候选人期望薪资未知",
        "候选人是否接受大小周及晚9点下班的工作节奏未知"
    ],
    "recommendation": "pending",
    "recommendation_reason": "候选人技术能力高度匹配，具备丰富的AI智能硬件及SoC平台开发经验，综合匹配分较高。但近期有两段短暂工作经历（均不足6个月），稳定性存在较高风险，且未明确说明对大小周及加班的接受度。建议面试重点核实近期频繁跳槽原因、职业规划及工作节奏意愿后推进。"
}

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