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.
Các mức
- 1. Nhận biết
You can:
- monitor the operation of data solutions such as data pipelines and services
- identify and fix simple issues in data solutions
- 2. Vận dụng
You can:
- implement simple data solutions such as data pipelines, following established approaches and standards
- create repeatable, reliable and reusable data solutions
- 3. Thành thạo
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. Chuyên gia
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.
Kỹ năng ESCO gần nhất
- 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.
Các cấp vai trò kỳ vọng kỹ năng này
| Cấp vai trò | Vai trò | Bậc | Mức kỳ vọng |
|---|---|---|---|
| Kỹ sư dữ liệu | Kỹ sư dữ liệu | 6 | Vận dụng |
| Kỹ sư dữ liệu cao cấp | Kỹ sư dữ liệu | 7 | Thành thạo |
| Trưởng nhóm kỹ sư dữ liệu | Kỹ sư dữ liệu | 8a | Chuyên gia |
| Trưởng bộ phận kỹ thuật dữ liệu | Kỹ sư dữ liệu | 8b | Chuyên gia |