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Open nowPosted 9 days ago

产品业务分析师-门店智能体方向

dcar/referral673 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now产品业务分析师-门店智能体方向dcar/referral · Beijing, Chinese Mainland
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  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

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The clock on this job

Early applications get read.

11.5% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.0%1 day
  2. 4.3%3 days
  3. 11.5%7 days
  4. 18.1%14 days
  5. 35.6%30 days
  6. 44.6%60 days
This job: posted 9 days ago

The posting

1、负责门店智能体核心业务指标的监控体系搭建与日常运营,围绕成交、周转、毛利、人效等关键经营指标建立分层监控与异常预警机制,快速识别业务波动并完成归因分析,为门店经营决策提供数据支撑; 2、负责 AI 与人工的对照实验设计与效果评估,通过科学的实验设计和统计分析方法(A/B 测试、因果推断等),持续量化 AI 智能体对门店成交、库存周转、毛利及人效的实际贡献,建立从业务结果到模型能力、执行链路的全链路分层归因体系,并沉淀可复用的度量方法与评估框架; 3、结合 Agent 执行链路与二手车门店业务场景,深入分析智能体在线索获取、客户跟进、车辆推荐、议价成交等环节的效果表现,输出经营效果分析与问题定位报告,明确改进方向并驱动模型与产品迭代,持续提升 AI 对业务的价值贡献。

1、计算机、统计学、数学、经济学等相关专业本科及以上学历,具备扎实的统计分析、实验设计、数据挖掘等理论基础,熟悉因果推断、A/B 测试等方法论,并有相关数据分析工作经验; 2、熟练使用 SQL 等数据库查询语言,精通 Python(或 R)等数据处理与分析语言,具备独立完成数据提取、清洗、建模与结论输出的完整闭环能力,有数据驱动业务增长或效果评估的成功实战经验; 3、敏锐的业务洞察能力和良好的商业敏感度,能够理解二手车门店经营逻辑与 Agent 执行链路,面对复杂的业务问题能够整合资源、梳理逻辑,独立完成效果评估与问题定位,并沉淀体系化解决方案,提炼通用能力反哺产品与业务迭代。

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