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Open nowPosted 166 days ago

数据平台研发工程师 - 指标体系

agirobot/referral515 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now数据平台研发工程师 - 指标体系agirobot/referral · Shanghai, Chinese Mainland
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The clock on this job

Early applications get read.

12.3% of postings close within 7 days. Measured by our own scanner across the market. agirobot/referral postings stay open a median of 1 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 57.8%60 days
This job: posted 166 days ago

agirobot/referral median: 1 days open

The posting

1. 负责公司数据平台全链路指标体系的整体规划与建设,覆盖数据接入、处理、服务、消费各环节的质量与效率指标,实现数据运营的可观测; 2. 搭建业务运营指标与经营分析指标体系,支撑数据基础设施的效能评估与成本治理,为管理层提供数据驱动的决策依据; 3. 构建平台稳定性指标体系,设计可用性、MTBF、MTTR等核心SLO,建立指标监控、告警与复盘机制,保障大规模数据平台的稳定运行; 4. 负责成本大盘的规划与建设,实现存储、计算、带宽等多维成本的可视化归因分析,输出成本优化策略,推动降本增效; 5. 推进指标平台的产品化能力建设,包括指标元数据管理、指标血缘、自助取数、指标看板等,降低指标使用门槛。

1. 硕士及以上学历,计算机、数据科学、统计学等相关专业,3-5年工作经验; 2. 具有自动驾驶、机器人等硬科技领域的数据工程经验,同时具备互联网大厂运营指标体系(留存、转化、漏斗分析等)建设经验; 3. 精通Python和SQL,熟悉数据湖仓技术(Iceberg、Hudi、Delta Lake等),具备数据质量监控与治理的实战经验; 4. 熟悉指标平台建设,具备指标采集、计算、告警、可视化全链路落地能力,熟悉Grafana、Tableau等BI工具; 5. 具备良好的数据Sense和业务理解力,能快速理解业务场景并抽象为可量化的指标体系; 6. 责任心强,具备良好的沟通协调能力,能跨团队推动指标体系建设落地。 加分项 - 有FinOps实践经验,具备大规模数据基础设施成本治理的成功案例; - 熟悉Prometheus、ClickHouse等时序数据库,有高并发指标采集与实时计算经验; - 有从0到1搭建指标平台或数据质量体系的完整经历。

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