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Open nowPosted 87 days ago

大模型算法工程师 - 中国交易与广告

ByteDance19,258 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now大模型算法工程师 - 中国交易与广告ByteDance · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

11.4% 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. 11.4%7 days
  4. 17.5%14 days
  5. 34.2%30 days
  6. 43.5%60 days
This job: posted 87 days ago

ByteDance median: 23 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、参与构建中国交易与广告的大模型、多模态、文本理解、图像生成、强化学习等下一代人工智能技术; 2、推进数据建设、指令微调、偏好对齐、模型优化方面的工作,提高模型质量和适应性; 3、深入跟踪调研大模型以及相关方向(包括但不限于NLP/CV/语音/多模态/强化学习)的前沿技术,探索模型在未来生活中的更多使用场景,拓展模型的应用范围; 4、面向场景定制化大模型训练,工作内容包括但不限于: 1)将业务问题建模,对大模型做微调、后训练对齐; 2)围绕商业化多样性目标,构建鲁棒、防Hacking的RewardModel,指导生成模型实现对业务收益的优化; 3)构建基于多模态的推理模型,能够直接推理学习高跑量创意的原因,并结合生成模型生成多模态素材; 4)建立近实时反馈的数据飞轮进一步对齐模型和投放效果。

1、2027届获得本科及以上学历,计算机相关专业优先; 2、代码能力、数据结构和算法基础扎实,熟悉C/C++或Python; 3、优秀的问题分析和解决能力,能深入解决大模型训练和应用存在的问题,良好的沟通协作能力,能和团队一起探索新技术,推进技术进步; 4、有自然语言处理、计算机视觉、视频理解、语音合成、强化学习、搜索等领域的经验者优先; 5、有高水平论文者优先,包括但不限于ACL、CVPR、ICLR、ICML、NeurIPS等; 6、实践动手能力强,ACM、ICPC、NOI/IOI、Top Coder、Kaggle比赛获奖者优先。

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