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Open nowPosted 478 days ago

多模态算法工程师-抖音AI分身

ByteDance19,268 open roles

Where
Hangzhou, Zhejiang, Chinese Mainland
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Your applicationOpen now多模态算法工程师-抖音AI分身ByteDance · Hangzhou, Zhejiang, Chinese Mainland
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The clock on this job

Early applications get read.

11.9% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 9 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.9%7 days
  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: posted 478 days ago

ByteDance median: 9 days open

The posting

1、负责抖音与多模态大模型技术的结合落地,探索抖音结合AI的创新产品升级;基于对直播、短视频、评论等已有内容体裁的内容理解和二次创作生成,形成抖音下新的互动内容体裁,供创作者调试和推荐分发;为抖音下各场景业务目标负责,如交易场景的GMV、知识陪伴场景的互动效率等; 2、基于创作者历史资产(直播回放或短视频)进行多模态分类打标、高光提取、智能剪辑;基于口播稿、创作者形象等特定情况,生成口、动作驱动的真人视频,形成可调度的创作者个性化资产; 3、基于不同场景的业务诉求,设计Agent规划能力,形成视频编排脚本,优化围绕主题、剧情、商品的生成内容走向;支持实时交互下的视频调度和基础QA; 4、持续探索MLLM、LLM、Diffusion等通用大模型在各任务下的适配性,通过Post-Train(SFT、RL)优化,增强模型在业务领域下的效果和适配能力;Follow基于大模型的上层应用技术,Agent、Auto-Prompt、RAG等; 5、上述场景的各类模型训练、模型应用相关的基础建设,包括但不限于模型训练、数据工程、训练推理框架迭代、维护模型评估指标体系。

1、在CV、VLM、MLLM等领域有成熟的项目落地经验,有短视频、图文、直播算法领域经验优先; 2、学习能力和业务理解能力强,具有一定创新能力,对新领域能快速调研落地,独立设计产出技术方案; 3、具有扎实的机器学习基础,对深度学习、大语言模型、多模态模型、生成式模型等内容理解与生成技术有深入的理解,数理功底扎实,自学能力强; 4、有扎实的编码能力,熟练使用相关机器学习框架和工程框架; 5、在计算机科学会议和期刊如NIPS、ICML、CVPR、ICCV、ECCV、IJCAI、AAAI、KDD、SIGIR、WWW、ACL、PAMI、IJCV等发表过论文或有竞赛经验者优先。

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