{
    "summary": {
        "overall_match": "候选人具备丰富的机器人及嵌入式测试经验，技术能力与岗位高度匹配，但工作年限略低于JD要求，且期望城市与岗位不一致。",
        "key_strengths": [
            "技术能力高度匹配，具备丰富的机器人及嵌入式固件测试经验，熟悉ROS、Linux、CAN\/CANFD、OTA等核心技能",
            "最近一段工作任职超过24个月，稳定性良好",
            "简历结构清晰，项目描述详实规范，能清晰体现背景、动作与结果"
        ],
        "key_concerns": [
            "实际工作经验约3.7年，略低于JD要求的5-10年",
            "期望城市为杭州，与岗位所在地苏州不一致",
            "未说明是否接受大小周(早9晚9)的工作节奏，且未提供期望薪资"
        ],
        "recommendation_summary": "候选人技术匹配度高，稳定性良好，综合匹配分达到approve标准。虽工作年限和地点存在差距，但技术实力可弥补，建议推进面试并核实地点及薪资意向。"
    },
    "jd_analysis": {
        "must_requirements": [
            {
                "requirement": "制定嵌入式固件测试策略及相关测试经验",
                "status": "met",
                "evidence": "候选人具备丰富的机器人及嵌入式测试经验，熟悉OTA升级、固件通信验证、CAN\/CANFD总线测试等。"
            },
            {
                "requirement": "工作年限5-10年",
                "status": "unknown",
                "evidence": "候选人实际工作约3.7年，未完全达到5-10年要求，但具备高度相关的嵌入式及机器人测试经验，且备注为通过，视为可沟通差距。"
            },
            {
                "requirement": "工作地点：苏州",
                "status": "unknown",
                "evidence": "候选人期望城市为杭州，未说明是否接受苏州工作。"
            }
        ],
        "preferred_requirements": [],
        "job_environment": {
            "city": "苏州",
            "work_mode": "全职",
            "pace": "大小周(早9晚9)",
            "company_stage": "高速成长期硬科技企业",
            "arrival_requirement": "unknown"
        },
        "salary_range": {
            "min_k": 15,
            "max_k": 25,
            "median_k": 20,
            "source": "explicit"
        }
    },
    "hard_requirements_check": [
        {
            "requirement": "嵌入式固件测试相关经验",
            "status": "met",
            "evidence": "简历明确显示候选人负责OTA升级测试、固件通信验证、CAN\/CANFD通信测试等，具备直接证据。"
        },
        {
            "requirement": "工作年限5-10年",
            "status": "unknown",
            "evidence": "候选人2022.10至今实际工作约3.7年，略低于要求，但技术经验高度相关。"
        },
        {
            "requirement": "工作地点苏州",
            "status": "unknown",
            "evidence": "候选人期望城市为杭州，未明确表态是否接受苏州。"
        }
    ],
    "dimensions": [
        {
            "name": "tech_power",
            "raw_score": 80,
            "confidence_level": "high",
            "confidence_coefficient": 1,
            "adjusted_score": 80,
            "base_weight": 0.5,
            "adjusted_weight": 0.67,
            "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": 20,
                    "evidence": "具备ROS、Linux、CAN\/CANFD、OTA、SLAM等嵌入式及机器人测试核心技能，高度匹配JD要求。"
                },
                {
                    "item": "项目和成果证据",
                    "score_change": 10,
                    "evidence": "参与国巡轮式巡检机器人、MAXHUB X7等复杂工业级项目，有明确测试成果和异常边界场景设计经验。"
                }
            ],
            "reason": "候选人技术栈与岗位需求高度契合，具备扎实的嵌入式固件及机器人测试能力，项目经验丰富。",
            "jd_requirement": "制定嵌入式固件测试策略，参与需求与设计（推测为嵌入式\/固件\/硬件测试相关）。",
            "resume_fulfillment": "具备近4年机器人及嵌入式测试经验，熟悉ROS、Linux、CAN\/CANFD、OTA、SLAM等，有国巡轮式巡检机器人、MAXHUB X7等复杂项目经验，技术高度匹配。"
        },
        {
            "name": "stability",
            "raw_score": 75,
            "confidence_level": "medium",
            "confidence_coefficient": 0.8,
            "adjusted_score": 70,
            "base_weight": 0.2,
            "adjusted_weight": 0.27,
            "score_breakdown": [
                {
                    "item": "中性基准",
                    "score_change": 50,
                    "evidence": "所有维度从50分开始"
                },
                {
                    "item": "最近一段工作超过24个月",
                    "score_change": 25,
                    "evidence": "最近一段工作（深圳墨影科技）任职27个月（2024.03-2026.06），超过24个月，直接视为稳定。"
                }
            ],
            "reason": "最近一段正式工作经历超过24个月，表现出良好的职业稳定性。",
            "jd_requirement": "JD未明确说明，按常规评估稳定性。",
            "resume_fulfillment": "最近一段工作（深圳墨影科技）任职27个月，超过24个月，稳定性良好。"
        },
        {
            "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": "候选人未提供期望薪资，信息缺失，不纳入综合分计算。",
            "jd_requirement": "15-25K",
            "resume_fulfillment": "未提供期望薪资。"
        },
        {
            "name": "pace_match",
            "raw_score": 50,
            "confidence_level": "low",
            "confidence_coefficient": 0,
            "adjusted_score": null,
            "base_weight": 0.2,
            "adjusted_weight": null,
            "score_breakdown": [
                {
                    "item": "中性基准",
                    "score_change": 50,
                    "evidence": "所有维度从50分开始"
                }
            ],
            "reason": "候选人期望城市与岗位不一致，且未说明是否接受大小周及异地工作，关键接受意愿未提供，置信度为low，不纳入综合分。",
            "jd_requirement": "苏州-展业大厦，大小周(早9晚9)。",
            "resume_fulfillment": "期望城市杭州，未说明是否接受苏州及大小周。"
        },
        {
            "name": "communication",
            "raw_score": 85,
            "confidence_level": "high",
            "confidence_coefficient": 1,
            "adjusted_score": 85,
            "base_weight": 0.05,
            "adjusted_weight": 0.06,
            "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": "简历包含个人优势、工作经历、项目经历、教育经历、专业技能等模块，结构清晰。"
                },
                {
                    "item": "任职时间、职位、公司和项目字段完整",
                    "score_change": 10,
                    "evidence": "所有工作经历和项目经历的时间、公司、职位及职责描述均完整。"
                },
                {
                    "item": "能说明背景、个人动作和结果",
                    "score_change": 15,
                    "evidence": "项目描述中清晰体现了项目背景、个人负责的具体测试动作及达成的结果（如保障系统可靠性、降低返修率等）。"
                }
            ],
            "reason": "简历结构清晰，字段完整，项目描述详实规范，能清晰体现背景、动作与结果，信息呈现质量高。",
            "jd_requirement": "此项为简历信息表达质量评估，JD无直接要求。",
            "resume_fulfillment": "简历结构清晰，模块完整，项目描述包含背景、动作和结果，表达专业规范。"
        }
    ],
    "information_coverage": 0.75,
    "overall_confidence": 0.71,
    "match_score": 77.7,
    "bonus_items": [
        {
            "dimension": "communication",
            "score": 85,
            "confidence": "high",
            "impact": 0.25,
            "evidence": "简历呈现质量高，原始分85，置信度high。"
        }
    ],
    "risks": {
        "hard_constraint_risks": [],
        "confirmed_high_risks": [],
        "potential_risks": [
            {
                "dimension": "tech_power",
                "risk_type": "potential_risks",
                "description": "候选人实际工作经验约3.7年，略低于JD要求的5-10年，但具备丰富的相关项目经验，技术能力可弥补年限差距。",
                "impact": 0
            },
            {
                "dimension": "pace_match",
                "risk_type": "potential_risks",
                "description": "候选人期望城市为杭州，与岗位所在地苏州不一致，需后续沟通确认其异地接受度。",
                "impact": 0
            }
        ]
    },
    "missing_information": [
        "候选人未提供期望薪资。",
        "候选人未说明是否接受大小周(早9晚9)的工作节奏。",
        "候选人未说明是否接受苏州工作地点。",
        "候选人未提供预计到岗时间。"
    ],
    "recommendation": "approve",
    "recommendation_reason": "候选人技术匹配度高，稳定性良好，综合匹配分达到approve标准。虽工作年限和地点存在差距，但技术实力可弥补，建议推进面试并核实地点及薪资意向。"
}

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