现代化数据基础设施以实现个性化人才招聘
技术
- 分析与建模 - 机器学习
- 基础设施即服务 (IaaS) - 云计算
适用行业
- 水泥
- 教育
适用功能
- 维护
- 仓库和库存管理
用例
- 施工管理
- 基础设施检查
服务
- 云规划/设计/实施服务
- 培训
关于客户
104 Corporation是台湾领先的在线招聘解决方案提供商。他们可以访问数 TB 的高价值私人数据，数百万求职者和数十万招聘人员依赖他们的推荐和个性化工作机会。
挑战
104 Corporation 难以有效地扩展管道成本，并在维护操作上花费了大量资源，从而降低了其真正数据驱动的能力。孤立的系统阻止数据团队及时获得相关的见解以做出明智的决策。数据量的增加使得管理和利用变得更加困难。
解决方案
104 Corporation 在 Databricks Lakehouse 平台上对其基础设施进行了现代化改造，将所有数据统一到下游分析的标准视图中，并确保整个组织中不同团队实时获得见解。他们利用 Databricks Lakehouse 和 Delta Lake 来加速 ETL 和高性能管道。他们还部署了 MLflow，以实现数据科学家、工程师和开发人员之间的协作和知识共享。
运营影响
数量效益
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