Data development process
Data development process involves implementing data pipelines, products, services or platforms while ensuring they are secure, scalable, sustainable, reliable and meeting required standards.
等级
- 1. 了解
You can:
- monitor the operation of data solutions such as data pipelines and services
- identify and fix simple issues in data solutions
- 2. 胜任
You can:
- implement simple data solutions such as data pipelines, following established approaches and standards
- create repeatable, reliable and reusable data solutions
- 3. 熟练
You can:
- lead the implementation of complex or large-scale data solutions
- apply appropriate technology and techniques to ensure data solutions are secure and scalable
- identify and implement continuous improvement to the operation and performance of data solutions
- 4. 专家
You can:
- establish cross-organisational data solutions that include all aspects of the data development life cycle
- define and promote good practices for creating repeatable, reliable and reusable data solutions
Contains public sector information from the UK Government Digital and Data Profession Capability Framework (https://understand-digital-data-roles-skills.service.gov.uk/), licensed under the Open Government Licence v3.0. © Crown copyright.
最接近的 ESCO 技能
- establish data processes
- develop data processing applications
- data extraction, transformation and loading tools
Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.
期望具备该技能的角色级别
| 角色级别 | 角色 | 职级 | 期望等级 |
|---|---|---|---|
| 数据工程师 | 数据工程师 | 6 | 胜任 |
| 高级数据工程师 | 数据工程师 | 7 | 熟练 |
| 首席数据工程师 | 数据工程师 | 8a | 专家 |
| 数据工程主管 | 数据工程师 | 8b | 专家 |