Applying statistical and analytical tools and techniques
Applying statistical and analytical techniques involves using and evaluating methods to answer research questions and make data-informed recommendations.
Lefelau
- 1. Ymwybyddiaeth
You can:
- support the development of statistical and analytical insights and reports under supervision
- explain the benefits of basic statistical and analytical techniques
- explain the value of quality assurance and best practices in developing statistical and analytical outputs
- 2. Gweithio
You can:
- contribute to the development of statistical and analytical insights and reports
- apply appropriate statistical and analytical techniques under supervision to answer research questions and organisational needs
- follow and apply quality assurance standards
- respond to stakeholder questions about analytical and statistical techniques
- 3. Ymarferydd
You can:
- lead the development of valuable statistical insights and reports
- identify and apply a range of statistical and analytical techniques and tools, and support others in applying them
- quality assure statistical techniques and analytical outputs across a team
- engage with stakeholders and share statistical and analytical techniques to increase understanding and trust
- 4. Arbenigwr
You can:
- identify opportunities to develop statistical insights and reports that support organisational objectives
- develop and guide others in a range of statistical and analytical techniques and tools
- oversee the quality assurance of statistical techniques and analytical outputs, continually improving and innovating practices
- use statistical and analytical outputs to influence stakeholders across the organisation and beyond
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 |
|---|---|---|---|
| Dadansoddwr data cyswllt | Dadansoddwr data | 5 | Ymwybyddiaeth |
| Dadansoddwr data | Dadansoddwr data | 6 | Gweithio |
| Uwch ddadansoddwr data | Dadansoddwr data | 7 | Ymarferydd |
| Prif ddadansoddwr data | Dadansoddwr data | 8b | Arbenigwr |