{
    "summary": {
        "overall_match": "候选人专业背景与经验类型均不满足岗位核心硬性要求，技术匹配度较低，综合评估不予通过。",
        "key_strengths": [
            "具备2年消费电子产线机器视觉现场调试经验，熟悉量产环境",
            "拥有海康、凌云光等视觉平台实操经验及3D视觉检测调试能力",
            "最近一段工作任职超过24个月，稳定性良好"
        ],
        "key_concerns": [
            "本科专业为工商管理，不满足光学\/自动化等相关专业要求",
            "过往经历为纯售后技术支持，不满足JD明确要求的'非纯售后调试'及售前团队归属",
            "期望薪资上限略超岗位预算上限"
        ],
        "recommendation_summary": "候选人专业不符且经验类型为纯售后，直接落入岗位硬性排除条件，技术匹配度不达标，综合分低于50分，建议淘汰。"
    },
    "hard_requirements_check": [
        {
            "requirement": "本科及以上学历，光学、自动化、测控、计算机等相关专业",
            "status": "unmet",
            "evidence": "候选人本科学历为工商管理专业，与JD要求的光学、自动化等相关专业不符。"
        },
        {
            "requirement": "2年以上机器视觉项目经验（非纯售后调试），归属售前团队",
            "status": "unmet",
            "evidence": "候选人工作经历为瑞声科技售后技术支持，主要负责产线现场调试、巡检维修，属于纯售后调试，不满足非纯售后及售前方案设计要求。"
        },
        {
            "requirement": "熟练掌握视觉平台操作、光学基础及通信协议对接",
            "status": "unknown",
            "evidence": "具备海康\/凌云光平台及光源选型经验，但通信协议对接及复杂打光方案设计经验证据不足。"
        }
    ],
    "risks": {
        "hard_constraint_risks": [
            {
                "risk": "专业背景不匹配",
                "description": "候选人本科专业为工商管理，不满足JD明确要求的光学、自动化、测控、计算机等相关专业。",
                "impact": "high"
            },
            {
                "risk": "经验类型不匹配",
                "description": "候选人过往经历为纯售后技术支持，不满足JD明确要求的'非纯售后调试'及售前团队归属。",
                "impact": "high"
            }
        ],
        "confirmed_high_risks": [],
        "potential_risks": [
            {
                "risk": "薪资匹配风险",
                "description": "候选人期望薪资上限16K，高于岗位预算上限15K约6.7%，存在一定薪资沟通风险。",
                "impact": "medium"
            }
        ]
    },
    "missing_information": [
        "候选人未明确说明是否接受苏州异地办公及月休4天的工作节奏安排。"
    ],
    "dimensions": [
        {
            "name": "tech_power",
            "raw_score": 30,
            "confidence_level": "high",
            "jd_requirement": "本科及以上，光学\/自动化等相关专业；2年以上非纯售后机器视觉项目经验（售前）；掌握视觉平台、光学打光、通信协议。",
            "resume_fulfillment": "候选人为工商管理专业，不满足专业要求；工作经历为纯售后技术支持，不满足'非纯售后'及售前方案设计要求；具备海康\/凌云光平台及光源选型经验，有3D视觉调试经验，部分满足技能要求。"
        },
        {
            "name": "stability",
            "raw_score": 75,
            "confidence_level": "high",
            "jd_requirement": "评估标准：最近一段正式工作任职时长。",
            "resume_fulfillment": "最近一段工作（瑞声科技）自2024年1月至今，任职超过24个月，稳定性良好。"
        },
        {
            "name": "salary_match",
            "raw_score": 60,
            "confidence_level": "high",
            "jd_requirement": "10-15K。",
            "resume_fulfillment": "候选人期望薪资13k-16K，上限16K高于预算上限15K约6.7%，存在一定薪资沟通风险。"
        },
        {
            "name": "pace_match",
            "raw_score": 55,
            "confidence_level": "low",
            "jd_requirement": "苏州，月休4天，中短期出差。",
            "resume_fulfillment": "候选人目前在常州，未明确说明是否接受异地及月休4天安排；到岗时间一个月，满足常规要求。关键接受意愿缺失。"
        },
        {
            "name": "communication",
            "raw_score": 90,
            "confidence_level": "high",
            "jd_requirement": "简历信息表达质量评估。",
            "resume_fulfillment": "简历模块清晰，任职时间、项目职责完整，能说明背景与结果，表达质量高。"
        }
    ],
    "match_score": 46.9,
    "overall_confidence": 0.8,
    "recommendation": "reject"
}

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