商业化高级产品经理(IAA) Beijing Full-time Product / Planning / Project management - Product manager Responsibilities 1. 用户价值分层 × 差异化广告策略:基于用户的预估价值与付费倾向,设计用户级差异化的广告策略,目标是单用户总价值(IAA+IAP)最大化,而不是广告收入单点最大化;2. 与数据团队共建用户级 IAA 预测模型:定义问题、特征方向与应用场景,推动用户级广告 LTV 预测(pLTV)、订阅倾向预测等模型从建模到落地策略引擎的完整闭环——模型不是报告,是每天在线上做决策的系统;3. 预测能力反哺买量:将 IAA pLTV 回传至投放渠道,支撑 tROAS 出价、预算分配与 SKAN 转化值方案设计,打通“买量—变现”的价值闭环;4. 在 AI 聊天核心体验中设计与迭代广告场景(激励视频、插屏、原生等),量化广告对留存、时长、订阅转化的影响,寻找“广告与订阅左右互搏”的真实权衡;5. 主流聚合平台(AppLovin MAX、TopOn、AdMob/GAM、LevelPlay 等)的选型与精细化运营:waterfall
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