Data development process

Wedi'i ddyfynnu o UK GDaD PCF, yn Saesneg.

Lefelau

1. Ymwybyddiaeth

You can:

• monitor the operation of data solutions such as data pipelines and services
• identify and fix simple issues in data solutions

2. Gweithio

You can:

• implement simple data solutions such as data pipelines, following established approaches and standards
• create repeatable, reliable and reusable data solutions

3. Ymarferydd

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. Arbenigwr

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.

Sgiliau ESCO agosaf

• establish data processes (cyfatebiaeth agos)
• develop data processing applications (cyfatebiaeth gul)
• data extraction, transformation and loading tools (cyfatebiaeth gul)

Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.

Lefelau rôl sy'n disgwyl y sgil hon