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Open nowPosted 1500 days ago

智能数据运维Agent研发工程师/架构师-数据库

ByteDance19,268 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now智能数据运维Agent研发工程师/架构师-数据库ByteDance · Beijing, 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 1500 days ago

ByteDance median: 9 days open

The posting

1、负责智能运维Agent系统的研发与落地,参与或主导Agent Harness、沙箱执行环境、工具调度、任务编排等核心模块的设计与实现; 2、面向数据库运维、数据管道排障、容量规划、值班辅助等场景,完成从Agent能力设计、工具封装、Prompt工程到上线灰度的端到端交付,持续优化准确率、响应时延与稳定性; 3、针对时序异常检测、多指标关联、基于拓扑的根因定位、告警降噪、容量预测、日志模式挖掘等核心算法问题,设计并落地“传统算法+大模型+领域知识”三位一体的技术方案; 4、建设Agent效果评估与迭代体系(评测集、离线回归、在线A/B、负面案例分析、置信度校准),与SRE、DBA、平台团队协同推动Agent在值班、主动巡检、自愈等场景的规模化应用。

1、计算机、人工智能、数据科学、统计学等相关专业本科及以上学历;3年以上AI相关经验(高级及以上岗位要求相应提高); 2、熟练掌握Python/Go/Java中的至少一种,具备扎实的系统设计能力;熟悉分布式系统、微服务、消息队列、容器化等主流技术栈; 3、对大模型应用与AI Agent工程化有真实落地经验,熟悉Agent Loop、Tool Use、Function Calling、RAG、Prompt Engineering等核心技术,理解其工程约束与常见失败模式; 4、理解运维领域的常见挑战(监控告警、日志分析、故障排查、变更管理等),能快速将业务场景转化为Agent能力设计; 5、对数据类系统(关系型数据库、数据仓库、数据管道、调度系统等)有基本了解,能结合领域特性思考技术方案。

加分项 1、在时序异常检测、根因分析、因果推断、图学习、日志智能分析等AIOps核心算法方向有深入研究或落地经验,能独立主导算法方案从0到1的建设; 2、在数据库自治、数据平台自动化运维、大规模AIOps系统的核心设计与落地中担任过关键角色; 3、在AIOps、大模型应用、数据系统或人工智能基础设施方向有高质量顶会论文(KDD/NeurIPS/ICML/VLDB/SIGMOD等)、开源影响力或代表性技术成果; 4、有AI Agent、AI Copilot等AI原生产品的完整落地经验,熟悉主流开源Agent框架的能力边界与工程取舍,或在相关开源项目中有持续贡献; 5、熟悉沙箱/代码执行环境、工具调用协议(如MCP)、Agent可观测性等Agent基础设施方向。

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