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Open nowPosted 102 days ago

推荐系统开发工程师

kaonai/index37 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now推荐系统开发工程师kaonai/index · Beijing, Chinese Mainland
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12.3% 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. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 57.8%60 days
This job: posted 102 days ago

The posting

1. 负责公司核心产品推荐系统相关后端业务的设计与开发; 2. 负责推荐系统核心能力的工程实现与维护,包括但不限于召回、排序、策略配置、推荐结果服务化等; 3. 与算法、产品、数据团队协作,将推荐策略与模型高效、稳定地落地到线上系统; 4. 支持推荐系统的效果迭代,包括 A/B 实验、策略调整与效果数据分析; 5. 按照团队规范编写高质量、可维护的代码,并参与 Code Review。

1. 语言能力: 熟练掌握 Golang 语言,深入理解其并发模型(Goroutine / Channel)、内存管理与 GC 机制,有扎实的高并发编程实践。 2. 数据库与缓存: 精通 MySQL/PostgreSQL 等关系型数据库的索引设计、性能调优及分库分表策略。 3. 精通 Redis 等缓存中间件,熟悉多级缓存架构及缓存穿透、雪崩、击穿等场景的解决方案。 4. 消息队列: 熟悉 Kafka / RocketMQ 等消息中间件的使用,理解其高可用架构、消费积压处理及消息一致性保障。 5. 推荐领域: 了解推荐系统基本工作流程(召回 粗排 精排 重排/策略);了解 A/B 测试原理 6. 架构设计: 具备良好的系统设计能力

加分项: 1. 有大型互联网高并发推荐/广告/搜索系统工程落地经验者优先。 2. 熟悉矢量数据库或图数据库在向量检索召回中的应用。

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