Azure数据架构师
Azure Data Architect
关于客户:
客户是一家美国汽车零部件原始设备制造商,也是售后市场悬挂控制和排放产品制造商。它是财富500强公司。
主要职责
· 在Azure中设计和开发数据仓库和数据管道
· 设计和开发Azure ML模型执行管道
· 推广工程设计和开发标准
· 作为关键成员参与分析应用程序的设计和开发生命周期
· 参与敏捷仪式,包括每日站会、冲刺计划、回顾会议和产品演示
· 编写符合业务需求的高效优雅代码
· 编写符合代码覆盖率指南的单元测试
· 主动向相关方沟通进度、问题和风险
· 准确评估任务
· 创建和维护技术文档
· 指导经验较少的工程师
· 为软件工程组的成长和成熟做出贡献
· 完成其他相关职责
所需技能与能力
· 7年在BI和OLTP系统中设计和实现大规模分布式数据架构的实际经验
· 7年设计和实现大规模数据管道的实际经验
· 4年使用Azure数据服务的实际经验
- 4年使用ETL/ELT工具进行数据集成的实际经验
- 具有使用Theobald将数据从SAP迁移到Azure Data Lakes的经验。
- 4年使用Python的实际经验,包括面向对象编程和单元测试
- 熟练使用一个或多个Python并行处理库
- 熟练使用一个或多个Python数据分析库
- 熟练的数据建模经验
- 广泛的Microsoft SQL技术经验
- 在不同数据存储、消息系统和数据处理引擎中具有广泛的多租户数据架构和实施经验
- 具有通过API、Web服务、SOAP和/或REST服务进行数据集成的经验
- 熟悉使用Azure DevOps和CI/CD以及敏捷工具和流程,包括Git、Jenkins、Jira和Confluence
- 了解SOA和微服务应用架构
- 能够在一个快节奏、协作的团队环境中工作
- 优秀的书面和口头沟通能力,能够清晰简洁地表达想法。
- 具有供应链相关项目的实际经验。
查看英文原文
About the client:
The client is an American automotive components original equipment manufacturer and an aftermarket ride control and emissions products manufacturer. It is a Fortune 500 company.
Essential Functions
· Design and develop data warehouses and data pipelines within Azure
· Design and develop Azure ML model execution pipelines
· Evangelize engineering design and development standards
· Act as a key contributor to the design and development lifecycle of analytic applications.
· Participate in Agile ceremonies including daily stand-ups, sprint planning, retrospectives, and product demonstrations
· Produce efficient and elegant code that meets business requirements
· Author unit tests that adhere to code coverage guidelines
· Proactively communicate progress, issues, and risks to stakeholders
· Accurately estimate assignments
· Create and maintain technical documentation
· Mentor less experienced engineers
· Contribute to the growth and maturity of the Software Engineering Group
· Performs other related duties as directed
Required Skills & Competencies
· 7 years of hands-on experience designing and implementing large-scale distributed data architecture for BI and OLTP systems
· 7 years of hands-on experience designing and implementing large-scale data pipelines
· 4 years of hands-on experience in Azure data services
- 4 years of hands-on experience with data integration using ETL / ELT tools
- Experience doing data migrations from SAP into Azure Datalakes using Theobald.
- 4 years of hands-on experience with Python including object-oriented programming and unit testing
- Advanced experience with one or more Python parallel processing libraries
- Advanced experience with one or more Python data analysis libraries
- Advanced data modeling experience
- Broad experience in Microsoft SQL technologies
- Broad multi-tenant data architecture and implementation experience across different data stores, messaging systems and data processing engines
- Experience with data integration through APIs, Web Services, SOAP, and/or REST services
- Experience using Azure DevOps and CI/CD as well as Agile tools and processes including Git, Jenkins, Jira, and Confluence
- Knowledge of SOA and Micros Services Application Architecture
- Ability to work in a fast-paced, collaborative team environment
- Excellent written and verbal communication skills and ability to express ideas clearly and concisely.
- Previous experience in Supply Chain related projects.
- Desired Attributes
- Strong team player with ability to collaborate with all levels of the organization
- Possess a drive towards forward progress and delivering results while taking responsibility
- Multi-tasker with ability to set and manage priorities
- Proactively and transparently communicate challenges and successes to product leadership
- Exhibit attention to detail
- Flexibility and willingness to help in other areas as priorities shift
- Ability to effectively operate with minimal supervision, but knowing how to keep leadership in the loop
- Education or Prior Work Experience
- Bachelor's degree in CS or related field, master's degree preferred
- 7+ years of experience with designing and developing complex data architecture solutions
- 4+ years of design and development experience with Microsoft Azure data architecture and related solutions
- 4 years of hands-on experience with Python
- Originally posted on Himalayas