Data innovation
Data innovation involves understanding unfamiliar or emerging technologies, assessing their relevance and applying them effectively, or using existing technologies in new ways, to deliver value from data.
Lefelau
- 1. Ymwybyddiaeth
You can:
- develop a basic understanding of an unfamiliar or emerging technology, or a familiar technology in a new data context, with guidance
- share what you learn with colleagues, including how it could help deliver more value from data
- 2. Gweithio
You can:
- experiment with unfamiliar and emerging technologies, or familiar technologies in new data contexts, with guidance
- share what you learn with the team, explaining potential benefits, risks, and practical considerations
- identify opportunities to apply technology to improve data processes or outcomes in an operational setting or the wider organisation
- 3. Ymarferydd
You can:
- test and evaluate the feasibility of unfamiliar and emerging technologies, or familiar technologies in new data contexts
- share what you learn with the organisation, explaining potential benefits, risks, and practical considerations
- recommend, design and implement innovative data solutions based on organisation objectives, user needs, and operational constraints
- 4. Arbenigwr
You can:
- advocate for adoption of unfamiliar and emerging technologies, or familiar technologies in new data contexts, ensuring organisation objectives, user needs, and operational constraints inform decisions
- develop organisational capability in data innovation through leadership
- anticipate future technology changes and advise how to take advantage of them to realise value from data
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
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
| Lefel rôl | Rôl | Band | Lefel ddisgwyliedig |
|---|---|---|---|
| Peiriannydd dadansoddeg dan hyfforddiant | Peiriannydd dadansoddeg | 4 | Ymwybyddiaeth |
| Peiriannydd dadansoddeg | Peiriannydd dadansoddeg | 6 | Ymwybyddiaeth |
| Uwch beiriannydd dadansoddeg | Peiriannydd dadansoddeg | 7 | Gweithio |
| Peiriannydd dadansoddeg arweiniol | Peiriannydd dadansoddeg | 8a | Ymarferydd |
| Pennaeth peirianneg dadansoddeg | Peiriannydd dadansoddeg | 8c | Arbenigwr |
| Peiriannydd data | Peiriannydd data | 6 | Ymwybyddiaeth |
| Uwch beiriannydd data | Peiriannydd data | 7 | Gweithio |
| Peiriannydd data arweiniol | Peiriannydd data | 8a | Ymarferydd |
| Pennaeth peirianneg data | Peiriannydd data | 8b | Arbenigwr |
| Pensaer data | Pensaer data | 8a | Ymwybyddiaeth |
| Uwch bensaer data | Pensaer data | 8b | Gweithio |
| Prif bensaer data | Pensaer data | 8c | Ymarferydd |
| Rheolwr llywodraethiant data | Rheolwr llywodraethiant data | 7 | Gweithio |
| Rheolwr llywodraethiant data arweiniol | Rheolwr llywodraethiant data | 8b | Ymarferydd |
| Pennaeth llywodraethiant data | Rheolwr llywodraethiant data | 8c | Arbenigwr |