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Open nowPosted 208 days ago

AIGC模型优化工程师-Seed大模型人才校招

ByteDance19,258 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen nowAIGC模型优化工程师-Seed大模型人才校招ByteDance · Beijing, Chinese Mainland
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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. 4.3%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 208 days ago

ByteDance median: 23 days open

The posting

Seed 大模型人才校招,是字节跳动 Seed 面向高校人才推出的招聘项目。我们始终相信,真正重要的技术进步来自对高难度问题的持续挑战。面对 AI 时代的巨大机遇,Seed 团队并不止步于模型迭代,而是选择进入技术深水区,推进下一代 AI 范式突破,不断探索智能的边界与上限。

团队介绍:字节跳动 Seed 团队成立于 2023 年,致力于寻找通用智能的新方法,追求智能上限,为科技和社会发展作出贡献。 Seed 团队在 AI 领域拥有长期愿景与决心,团队研究方向涵盖 MLLM、GenMedia、AI for Science、机器人等,在中国、新加坡、美国等地设有实验室和岗位。目前,团队已推出业界领先的通用大模型以及前沿的多模态能力,支持豆包、即梦、TRAE 等超过 50 个应用场景,并通过火山引擎开放给企业客户。第三方数据显示,豆包 App 用户量在中国市场排名第一,豆包大模型日均 Token 调用量行业领先。

1、负责AIGC大模型(图片/视频生成、理解与生成统一模型)算法加速,优化模型推理效率、吞吐能力及资源利用率; 2、研究扩散模型、自回归模型及多模态大模型的计算特征与性能瓶颈,围绕采样、解码、注意力计算等环节开展系统性优化; 3、探索实践知识蒸馏、结构剪枝、Token压缩等前沿优化算法,在保证效果的前提下提升推理性能; 4、主导生成与理解类模型创新算法研究,提升前沿视觉范式的推理效率与服务性能; 5、联动算法、工程及业务团队,推动优化技术落地,建立从模型设计到线上部署的完整优化闭环。

1、2027届获得本科及以上学历,计算机、人工智能、数学、自动化等相关专业优先; 2、具备扎实的机器学习、深度学习与算法基础,精通扩散模型和/或自回归模型的核心原理、实现细节及推理优化方法; 3、至少具备以下任一领域实践经验:AIGC模型算法加速与推理优化、模型压缩加速(知识蒸馏、剪枝等)、高效模型结构设计、生成/多模态模型性能优化与落地; 4、熟悉PyTorch等深度学习框架,工程实现能力强,可独立完成算法设计、实验验证及优化落地; 5、具备优秀的问题分析与系统优化能力,能从多层面定位性能瓶颈并提出系统性解决方案; 6、有文生图/视频、多模态或大模型推理优化相关项目/落地成果,或在高水平会议/期刊发表相关论文、有开源社区贡献、算法竞赛优异成绩者优先。

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