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Open nowPosted 66 days ago

算法工程师(视觉生成与多模态评测方向) - 火山方舟

ByteDance19,258 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now算法工程师(视觉生成与多模态评测方向) - 火山方舟ByteDance · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

15.1% 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. 2.4%1 day
  2. 6.5%3 days
  3. 15.1%7 days
This job: posted 66 days ago

ByteDance median: 23 days open

The posting

团队介绍:火山方舟是火山引擎推出的一站式大模型服务平台,是中国大模型市场产品和份额领跑者。平台提供模型推理、评测、精调等全流程服务。方舟搭载了豆包及业界主流大模型,提供丰富的插件生态和AI应用开发服务,并通过稳定可靠的安全互信方案、专业的算法技术服务,全方位保障企业级AI应用落地。

1、构建面向图像和视频模型及Agent的评测体系,覆盖生成质量、指令遵循、多模态理解和安全性等维度; 2、开发自动化评测指标和基于模型的评估器,并设计可复现的人工评测方案; 3、设计和开发视频生成及调试Agent,编排多步骤的创意生产流程; 4、建设大规模图像和视频数据流水线,并将评测结论转化为模型和产品改进。

1、2027届获得硕士及以上学位,计算机科学、人工智能、机器学习、计算机视觉或相关专业优先; 2、具备扎实的深度学习和计算机视觉基础,理解生成式模型的基本原理; 3、至少在以下一个方向具备实践经验:视觉生成、多模态大语言模型、视频理解或视觉质量评估; 4、具备扎实的Python编程能力,熟练使用PyTorch或同类框架,或熟悉多模态评测框架; 5、通过论文、重要项目、实习或开源贡献展现出较强的研究或工程能力。

加分项 1、在计算机视觉或机器学习领域的顶级会议发表过论文,如NeurIPS、ICML、CVPR、ICCV、ECCV等; 2、具备现代视觉生成技术栈的实践经验,包括扩散模型及其后训练; 3、熟悉视觉生成Benchmark,或具备评测框架建设经验; 4、具备将Agent框架应用于创意工作流的经验,或参与过视频数据基础设施建设。

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