Data ethics and privacy
Data ethics and privacy involves using data and emerging data techniques in compliance with ethical and legal obligations.
Stufen
- 1. Bewusstsein
You can:
- explain the importance of using data ethics and privacy in your work
- identify appropriate channels to discuss ethical issues, with support
- 2. Anwendung
You can:
- apply fundamental principles of data ethics and privacy in your work under supervision
- share data ethics and privacy risks through appropriate channels
- 3. Erfahren
You can:
- work with stakeholders to identify and address ethical and privacy concerns
- demonstrate and communicate how data ethical issues fit into the wider organisational context
- research developments in data ethics and privacy to improve compliance and processes
- assess and constructively challenge proposed data ethics policies
- 4. Expertise
You can:
- oversee compliance with data ethics standards and legislation across the organisation
- develop, manage and continuously improve an ethical framework within your area
- develop a data ethics culture, influencing others to act on it
- ensure data ethics is applied appropriately when formulating, implementing and evaluating organisational policies and programmes
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.
Nächstliegende Kompetenzen in ESCO
Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.
Rollenstufen, die diese Kompetenz erwarten
| Rollenstufe | Rolle | Entgeltgruppe | Erwartete Stufe |
|---|---|---|---|
| Senior-Sachbearbeiter/in Informationsgovernance | Beauftragte/r für Informationsgovernance | 5 | Anwendung |
| Leitung Informationsgovernance (fachlich) | Beauftragte/r für Informationsgovernance | 6 | Erfahren |
| Manager/in Informationsgovernance | Beauftragte/r für Informationsgovernance | 7 | Erfahren |
| Leiter/in Informationsgovernance | Beauftragte/r für Informationsgovernance | 8a | Expertise |
| Data Scientist in Ausbildung | Data Scientist | 4 | Bewusstsein |
| Associate Data Scientist | Data Scientist | 5 | Anwendung |
| Data Scientist | Data Scientist | 6 | Erfahren |
| Principal Data Scientist | Data Scientist | 7 | Erfahren |
| Leitende/r Data Scientist | Data Scientist | 8a | Expertise |
| Leiter/in Data Science | Data Scientist | 8b | Expertise |
| Associate Datenanalyst/in | Datenanalyst/in | 5 | Bewusstsein |
| Datenanalyst/in | Datenanalyst/in | 6 | Anwendung |
| Senior-Datenanalyst/in | Datenanalyst/in | 7 | Erfahren |
| Principal-Datenanalyst/in | Datenanalyst/in | 8b | Erfahren |
| Stellvertretende/r Datenschutzbeauftragte/r | Datenschutzbeauftragte/r | 8a | Erfahren |
| Datenschutzbeauftragte/r | Datenschutzbeauftragte/r | 8b | Expertise |
| Senior-Datenschutzbeauftragte/r | Datenschutzbeauftragte/r | 8c | Expertise |
| Senior-Machine-Learning-Ingenieur/in | Machine-Learning-Ingenieur/in | 7 | Erfahren |
| Leitende/r Machine-Learning-Ingenieur/in | Machine-Learning-Ingenieur/in | 8b | Erfahren |
| Manager/in Data Governance | Manager/in Data Governance | 7 | Anwendung |
| Leitende/r Manager/in Data Governance | Manager/in Data Governance | 8b | Erfahren |
| Leiter/in Data Governance | Manager/in Data Governance | 8c | Expertise |