数据建模

数据建模师职位描述模板

The data modeler role is one of the highest-in-demand in modern strategies for handling data. With more 和更多的 businesses converting their current data models to NoSQL platforms, 它不仅需要rdbms方面的专业知识, 数据仓库, 多维OLAP模型, but also deep knowledge in big data platform design.

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The data modeler role is one of the highest-in-demand in modern strategies for handling data. With more 和更多的 businesses converting their current data models to NoSQL platforms, 它不仅需要rdbms方面的专业知识, 数据仓库, 多维OLAP模型, but also deep knowledge in big data platform design.

Engineers in this role create data models optimized across different data domains and for various purposes, working with enterprise requirements from business analysts, 数据架构师, 数据管理员, 数据库开发人员, 数据科学家.

数据建模-工作描述和广告模板

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公司介绍

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工作描述

数据建模师设计, 实现了, and documents data architecture and 数据建模 solutions, 其中包括关系的使用, 维, 和NoSQL数据库. These solutions support enterprise information management, 商业智能, 机器学习, 数据科学, 以及其他商业利益.

成功的候选人将:

  1. Be responsible for the development of the conceptual, 逻辑, 物理数据模型, RDBMS的实现, 操作数据存储(ODS), 数据集市, 和目标平台上的数据湖(SQL/NoSQL).
  2. Oversee and govern the expansion of existing data architecture and the optimization of data query performance via 最佳实践. The candidate must be able to work independently and collaboratively.

责任

  • Implement business and IT data requirements through new data strategies and designs across all data platforms (relational, 维, NoSQL)和数据工具(报告), 可视化, 分析, 和机器学习).
  • Work with business and application/solution teams to implement data strategies, 构建数据流, and develop conceptual/逻辑/physical data models
  • Define and govern 数据建模 and design standards, tools, 最佳实践, 以及企业数据模型的相关开发.
  • 识别体系结构, 基础设施, 以及到数据源的接口, 支持自动数据加载的工具, 安全问题, 分析模型, 数据可视化.
  • Hands-on modeling, design, configuration, installation, performance tuning, and sandbox POC.
  • Work proactively and independently to address project requirements and articulate issues/challenges to reduce project delivery risks.
  • {{在这里添加任何其他相关职责. }}

技能

  • Bachelor’s or master’s degree in computer/数据科学 technical or related experience.
  • 5年以上相关工作经验, 维, 和/或分析经验(使用RDBMS), 维, NoSQL数据平台技术, ETL和数据摄取协议).
  • 数据仓库经验, 数据湖, and enterprise big data platforms in multi-data-center contexts required.
  • 良好的元数据管理知识, 数据建模, and related tools (Erwin or ER Studio or others) required.
  • Experience in team management, communication, and presentation.
  • {{确保提及任何其他框架, 库, 或者其他与您的项目相关的技术. }}
  • {{ List any education level or certification you may require. }}
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