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Open nowPosted 15 days ago

推荐算法工程师

micoworld/index145 open roles

Where
Shenzhen, Guangdong, Chinese Mainland
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Your applicationOpen now推荐算法工程师micoworld/index · Shenzhen, Guangdong, Chinese Mainland
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12.1% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.1%7 days
  4. 19.1%14 days
  5. 35.6%30 days
  6. 52.7%60 days
This job: posted 15 days ago

The posting

1、参与全球社交产品的推荐算法建设,包括用户匹配、好友推荐、房间推荐、内容推荐等核心场景; 2、基于用户画像、行为序列、社交关系及实时互动数据,持续优化召回、排序和重排策略,提升匹配效率和推荐体验; 3、面向社交业务特点,优化聊天、互动、留存、付费等核心指标,探索多目标优化和长期价值建模; 4、参与新用户、新供给及低活跃场景的冷启动优化,提升推荐覆盖和匹配效率; 5、熟悉离线评估、A/B 实验及效果分析体系,持续算法策略迭代落地; 6、结合大模型、用户理解、Embedding、序列建模等技术,探索下一代社交推荐与智能匹配能力。

1、计算机、数学、统计学等相关专业本科及以上学历; 2、3–7 年推荐算法相关工作经验,有社交、直播、短视频、社区、游戏或内容推荐经验优先; 3、熟悉推荐系统核心链路,包括召回、粗排、精排、重排及多目标优化; 4、熟悉用户画像、CTR/CVR 预估、Embedding、序列建模等常见推荐算法,有实际线上落地经验; 5、熟练使用 Python,熟悉 PyTorch / TensorFlow 等至少一种深度学习框架; 6、具备良好的数据分析和实验能力,能够通过业务数据定位问题并推动算法迭代; 7、具备较强的业务理解能力,能够围绕用户体验、互动效率、留存及商业价值综合设计推荐策略。 加分项 1、有陌生人社交、Dating、语音房、直播、游戏社交等推荐经验; 2、有双边匹配、供需平衡、生态治理或长期价值优化经验; 3、有 LLM、用户兴趣理解、对话内容理解、Graph / GNN 等相关实践经验; 4、有海外或多国家、多语言推荐系统经验。

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