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Open nowPosted 1740 days ago

后端开发工程师(算法工程/大模型应用方向) - 中国交易与广告

ByteDance19,208 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now后端开发工程师(算法工程/大模型应用方向) - 中国交易与广告ByteDance · Shanghai, Chinese Mainland
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The clock on this job

Early applications get read.

12.1% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 2 days.

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 1740 days ago

ByteDance median: 2 days open

The posting

团队介绍:中国交易与广告,基于个性化推荐、深度学习和大模型技术,依托抖音、今日头条、红果短剧、西瓜视频、番茄小说等多元产品,构建抖音电商、生活服务、广告营销等核心营收业务的算法策略和工程架构。部门运用领先的算法能力,精准连接海量用户与商家,通过推荐、广告和搜索算法精准匹配需求并促进交易达成,保障用户体验与商家权益,实现营收业务可持续增长;基于深厚的技术积累,构建高效、智能、可靠的交易与广告产品,全面提升多行业收入变现与市场占有。在这里,你将直面超大规模流量与复杂业务场景的技术挑战,深度应用业界领先的商业模型与算法技术,投身面向未来的数字营销能力建设,持续探索前沿技术。

1、建设算法质量系统,围绕交易与广告模型链路,参与特征一致性、样本异常检测、特征稳定性、模型可解释、策略灰度等系统研发; 2、建设大模型应急系统,参与线上排查、模型分析、容灾演练、参数优化、长任务自动化等Agent系统开发,研发Skill、Memory、知识上下文等技术,在超大规模系统中应用; 3、建设基础设施,参与持续交付、灰度泳道、实验巡检、放量检测、链路回放、接口测试、监控告警和容灾兜底等平台能力建设,为高并发、高收益敏感链路提供稳定的工程底座; 4、参与稳定性架构,围绕服务与模型高可用,建设可自愈、可自动兜底的系统,提升系统稳定性。

1、计算机、软件工程、通信、自动化、数学等相关专业本科及以上学历,有扎实的计算机基础; 2、熟悉C++、Go、Java、Python中一种或多种语言,能独立完成复杂系统的设计、开发、调试和性能优化; 3、熟悉后端服务、微服务、分布式系统、数据库、缓存、消息队列等工程技术中的至少一类,并有真实项目经验; 4、具备复杂系统抽象能力,能把业务问题拆成数据、链路、模型、平台和流程上的可执行方案; 5、对机器学习系统、推荐/广告/搜索模型、特征工程、样本工程、MLOps或AIOps有实际经验或强兴趣;若主攻大模型方向,希望你理解LLM应用开发的基本范式,包括工具调用、知识检索、任务编排、结果评测和线上稳定性治理; 6、具备负责人意识,能推动跨团队问题闭环;面对线上复杂问题时,愿意追根因,也能把经验沉淀成系统能力。

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