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.
Tingkat
- 1. Kesadaran
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. Menerapkan
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. Praktisi
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. Pakar
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.
Keterampilan ESCO terdekat
Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.
Tingkat peran yang mengharapkan keterampilan ini
| Tingkat peran | Peran | Pita | Tingkat yang diharapkan |
|---|---|---|---|
| Arsitek data | Arsitek data | 8a | Kesadaran |
| Arsitek data senior | Arsitek data | 8b | Menerapkan |
| Kepala arsitek data | Arsitek data | 8c | Praktisi |
| Insinyur analitik pemagang | Insinyur analitik | 4 | Kesadaran |
| Insinyur analitik | Insinyur analitik | 6 | Kesadaran |
| Insinyur analitik senior | Insinyur analitik | 7 | Menerapkan |
| Insinyur analitik pimpinan | Insinyur analitik | 8a | Praktisi |
| Kepala rekayasa analitik | Insinyur analitik | 8c | Pakar |
| Insinyur data | Insinyur data | 6 | Kesadaran |
| Insinyur data senior | Insinyur data | 7 | Menerapkan |
| Insinyur data pimpinan | Insinyur data | 8a | Praktisi |
| Kepala rekayasa data | Insinyur data | 8b | Pakar |
| Manajer tata kelola data | Manajer tata kelola data | 7 | Menerapkan |
| Manajer tata kelola data pimpinan | Manajer tata kelola data | 8b | Praktisi |
| Kepala tata kelola data | Manajer tata kelola data | 8c | Pakar |