参考文献

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招聘信息

美团到店广告平台广告算法团队立足广告场景,探索深度学习、强化学习、人工智能、大数据、知识图谱、NLP和计算机视觉前沿的技术发展,探索本地生活服务电商的价值。主要工作方向包括:

  • 触发策略:用户意图识别、广告商家数据理解,Query改写,深度匹配,相关性建模。
  • 质量预估:广告质量度建模。点击率、转化率、客单价、交易额预估。
  • 机制设计:广告排序机制、竞价机制、出价建议、流量预估、预算分配。
  • 创意优化:智能创意设计。广告图片、文字、团单、优惠信息等展示创意的优化。

岗位要求

  • 有三年以上相关工作经验,对CTR/CVR预估、NLP、图像理解,机制设计至少一方面有应用经验。
  • 熟悉常用的机器学习、深度学习、强化学习模型。
  • 具有优秀的逻辑思维能力,对解决挑战性问题充满热情,对数据敏感,善于分析/解决问题。
  • 计算机、数学相关专业硕士及以上学历。

具备以下条件优先

  • 有广告/搜索/推荐等相关业务经验。
  • 有大规模机器学习相关经验。

感兴趣的同学可投递简历至:chengxiuying@meituan.com(邮件标题请注明:美团广平算法团队)。