Data ethics and privacy
Data ethics and privacy involves using data and emerging data techniques in compliance with ethical and legal obligations.
Levels
- 1. Awareness
You can:
- explain the importance of using data ethics and privacy in your work
- identify appropriate channels to discuss ethical issues, with support
- 2. Working
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. Practitioner
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. Expert
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.
Closest ESCO skills
Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.
Role levels that expect this skill
| Role level | Role | Band | Expected level |
|---|---|---|---|
| Associate data analyst | Data analyst | 5 | Awareness |
| Data analyst | Data analyst | 6 | Working |
| Senior data analyst | Data analyst | 7 | Practitioner |
| Principal data analyst | Data analyst | 8b | Practitioner |
| Data governance manager | Data governance manager | 7 | Working |
| Lead data governance manager | Data governance manager | 8b | Practitioner |
| Head of data governance | Data governance manager | 8c | Expert |
| Deputy data protection officer | Data protection officer | 8a | Practitioner |
| Data protection officer | Data protection officer | 8b | Expert |
| Senior data protection officer | Data protection officer | 8c | Expert |
| Trainee data scientist | Data scientist | 4 | Awareness |
| Associate data scientist | Data scientist | 5 | Working |
| Data scientist | Data scientist | 6 | Practitioner |
| Principal data scientist | Data scientist | 7 | Practitioner |
| Lead data scientist | Data scientist | 8a | Expert |
| Head of data science | Data scientist | 8b | Expert |
| Senior information governance officer | Information governance officer | 5 | Working |
| Information governance lead | Information governance officer | 6 | Practitioner |
| Information governance manager | Information governance officer | 7 | Practitioner |
| Head of information governance | Information governance officer | 8a | Expert |
| Senior machine learning engineer | Machine learning engineer | 7 | Practitioner |
| Lead machine learning engineer | Machine learning engineer | 8b | Practitioner |