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Open nowPosted 497 days ago

资深前端全栈专家 - Data AML

ByteDance19,268 open roles

Where
Hangzhou, Zhejiang, Chinese Mainland
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Your applicationOpen now资深前端全栈专家 - Data AMLByteDance · Hangzhou, Zhejiang, Chinese Mainland
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The clock on this job

Early applications get read.

11.5% 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. 2.0%1 day
  2. 4.3%3 days
  3. 11.5%7 days
  4. 18.1%14 days
  5. 35.6%30 days
  6. 44.6%60 days
This job: posted 497 days ago

ByteDance median: 9 days open

The posting

团队介绍:Data AML是字节跳动的机器学习中台,为抖音/今日头条/西瓜视频等业务提供推荐/广告/CV/语音/NLP的训练和推理系统。为公司内业务部门提供强大的机器学习算力,并在这些业务的问题上研究一些具有通用性和创新性的算法。同时,也通过火山引擎将一些机器学习/推荐系统的核心能力提供给外部企业客户。

1、负责团队机器学习/深度学习业务系统的前端全栈架构设计、Agentic化建设AI原生产品系统、精准技术选型以及完善技术方案的制定,确保架构能够支撑产品的高并发、高性能需求; 2、主导前端全栈工程化建设,负责AI原生的大模型、机器学习AI平台及应用的建设,包括Web控制台、AI Agent平台、端侧SDK/CLI/APP等的前端界面、BFF中间层与后端服务的端到端架构设计和实现; 3、带领团队全力攻克技术难题,针对不同业务产品的特点制定并推行适应Agentic的技术开发规范和最佳实践,提升团队整体技术产出质量,通过控制它和Agent产品,持续提升产品的使用效率效果; 4、积极推动跨团队技术合作,与算法团队、产品团队紧密配合,深度参与重要技术决策,为各团队提供专业的技术咨询,促进技术协同发展,助力大模型至上的专业Agent、Studio产品应用的技术实现; 5、密切关注技术发展趋势,组织进行技术预研和创新实践,并在团队内有效进行技术分享,保持团队技术先进性,以适应不断迭代的机器学习业务和产品需求; 6、承担团队日常管理工作,包括任务分配、进度跟踪、绩效评估等;同时,悉心指导和培养团队成员,提升团队凝聚力和执行力;拥有出色的沟通协调能力,能顺畅地与不同团队进行协作。

1、本科及以上学历,计算机相关专业优先; 2、5年以上前端开发工作经验,3年以上架构设计经验;有在企业服务、机器学习相关领域的前端/全栈开发经验者优先; 3、精通Web前端、App、CLI等主流用户界面框架,熟悉Python/Go等服务端语言及常用框架原理和最佳实践;深入Agent工程化体系,熟悉Loop、Harness、AI Coding、Prompt Engineering、RAG、Embedding、Tool Calling、MCP、AI评测等任一方向; 4、掌握前后端性能优化策略,有项目性能优化经验;熟悉微前端、监控、自动化等技术领域,能够快速理解并适应机器学习业务中的技术需求; 5、具备优秀的团队管理能力,能够有效激励团队成员,提升团队凝聚力和执行力;拥有出色的沟通协调能力,能顺畅地与不同团队进行协作。

加分项 1、有开源项目维护经验或技术社区影响力; 2、有复杂业务系统开发经验,或者有企业服务、机器学习平台全栈开发经验; 3、有技术专利或发表过技术文章; 4、英语优秀,能流畅阅读技术文档和进行技术交流。

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