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Open nowPosted 80 days ago

算法工程师（出价产品方向） - Ads Core

ByteDance19,258 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now算法工程师（出价产品方向） - Ads CoreByteDance · Beijing, Chinese Mainland

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The clock on this job

Early applications get read.

11.3% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 23 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.2%3 days
  3. 11.3%7 days
  4. 17.6%14 days
  5. 34.3%30 days
  6. 43.5%60 days
This job: posted 80 days ago

ByteDance median: 23 days open

The posting

团队介绍：Ads Core 是抖音集团广告业务体系中负责交易机制与智能决策的核心技术团队之一。

我们面对的是一个超大规模的商业化经济系统：一端是广告主和商家，希望在可控成本下获得订单、GMV、线索、用户增长和长期生意增长；另一端是抖音等产品中有限而高价值的用户流量。Ads Core 要解决的问题，是预算从哪里来、流量给到哪里，以及如何让每一次商业流量分配都更接近客户增量、用户体验和平台长期收入的共同最优。

团队覆盖出价与竞价、归因与信号、自动化投放、流量机制、激励增长等关键方向，通过机器学习、因果推断、强化学习、机制设计和大规模工程系统，把客户经营目标转化为平台可理解、可执行、可优化的交易决策。

技术上，Ads Core 处在超大规模、高并发、强约束的真实交易系统中。我们需要在每天海量请求里完成预算分配、实时出价、归因度量、自动化决策和流量机制优化；也需要在客户目标、用户体验和平台长期收入之间做多目标建模与系统决策。这里会持续产生因果归因、强化学习、机制设计、长期价值建模、大规模在线实验、实时工程系统等高难度问题，并要求算法能力真正落到线上交易链路和业务结果中。

加入 Ads Core，你将参与建设抖音集团广告业务最核心的底层系统：让广告主真正把生意做大，让用户体验持续被保护，让平台获得长期、合理、可持续的商业化收入。如果你希望在真实商业系统里把算法、机制和工程能力转化为可见的业务影响，这里会提供足够复杂、也足够有成长空间的问题。

1、参与新型出价产品的算法设计与落地，推动前沿出价技术从0到1并迭代至规模化； 2、设计并优化以客户利益为目标的前沿出价策略，超越传统Target Cost/CostCap/Nobid范式； 3、独立对接产品与业务方，参与跨团队（工程、产品、数据）合作，及时响应并解决客户使用反馈； 4、基于实验数据与业务反馈，持续优化出价模型与调控策略，驱动业务指标提升； 5、将算法方案沉淀为可复用的技术文档和通用组件，提升团队整体效率。

1、2027届获得本科及以上学历，计算机、数学、统计学等相关专业优先； 2、有互联网算法实习经验，有广告出价（OCPX、NOBID、COSTCAP等）、定价优化、推荐排序等相关经验； 3、扎实的机器学习/优化理论基础，熟悉RL、因果推断、运筹优化等方法者优先； 4、沟通能力强，能够独立对接产品与业务方，将技术方案翻译为业务语言； 5、思维活跃，对广告交易机制和商业逻辑有好奇心，能从业务问题中抽象出技术挑战。

加分项 1、有新型出价产品从0到1的落地经验； 2、有跨团队项目推动经验，能协调工程、产品、数据等多方资源； 3、有强化学习在广告/推荐系统中应用的实战经验； 4、熟悉抖音广告生态或广告业务。

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