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Open nowPosted 438 days ago

大模型算法工程师-TikTok

ByteDance19,208 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now大模型算法工程师-TikTokByteDance · Shanghai, Chinese Mainland
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The clock on this job

Early applications get read.

11.8% 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. 4.4%3 days
  3. 11.8%7 days
  4. 18.5%14 days
  5. 35.5%30 days
  6. 45.1%60 days
This job: posted 438 days ago

ByteDance median: 2 days open

The posting

团队介绍:TikTok是一个覆盖150个国家和地区的国际短视频平台,我们希望通过TikTok发现真实、有趣的瞬间,让生活更美好。TikTok 在全球各地设有办公室,全球总部位于洛杉矶和新加坡,办公地点还包括纽约、伦敦、都柏林、巴黎、柏林、迪拜、雅加达、首尔和东京等多个城市。

TikTok研发团队,旨在实现TikTok业务的研发工作,搭建及维护业界领先的产品。加入我们,你能接触到包括用户增长、社交、直播、电商C端、内容创造、内容消费等核心业务场景,支持产品在全球赛道上高速发展;也能接触到包括服务架构、基础技术等方向上的技术挑战,保障业务持续高质量、高效率、且安全地为用户服务;同时还能为不同业务场景提供全面的技术解决方案,优化各项产品指标及用户体验。 在这里, 有大牛带队与大家一同不断探索前沿, 突破想象空间。 在这里,你的每一行代码都将服务亿万用户。在这里,团队专业且纯粹,合作氛围平等且轻松。目前在北京,上海,杭州、广州、深圳分别开放多个岗位机会。

1、负责研发提效场景所需要的大模型能力的研发和应用,研究高质量数据的挖掘和合成、大模型的对齐效率、Agent的设计&端到端训练等等,不断思考和跟进AI的最新进展对我们的价值,探索下一代的研发模式; 2、高质量数据挖掘清洗使用,数据自动、半自动合成方案研究探索,设计针对代码场景的原子任务、全链路任务的评测方法; 3、研究LLM/VLM训练与优化技术,包括微调、强化学习(RLHF)、知识蒸馏等,提高大模型在代码场景下的能力; 4、持续跟踪LLM/VLM领域的最新技术动态,并将其应用于实际业务场景中,推动技术落地。

1、优秀的代码能力、数据结构和基础算法功底,熟练掌握至少一门语言,ACM/ICPC、NOI/IOI、Top Coder、Kaggle等比赛获奖者优先; 2、熟悉NLP、CV、ML等相关的技术,深入理解大模型或图片视频生成等相关技术栈(如RLHF、SFT、Dit/Vit/Transformer等); 3、在大模型领域,主导过有影响力的项目或论文者优先;在ACL/EMNLP/ECCV/CVPR等顶会发表论文者优先; 4、有代码基座经验,有强化学习结合大模型落地经验,有Multi-Agent、Tool-Use等相关经验优先; 5、出色的问题分析和解决能力,有自主探索解决方案的能力; 6、良好的沟通协作能力,能和团队一起探索新技术,推动技术进步。

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