Data protection and ethics involves understanding the ethical and legal obligations of storing and protecting business critical information, and encouraging responsible data use.
| Skill level | Description |
|---|---|
| Awareness | This skill level is currently not defined. |
| Working | You can: apply relevant data and ethical frameworks and standards to your work understand all aspects of data governance and use, ensuring these are maintained in-line with laws, regulations, codes of practice and ethical requirements demonstrate an awareness of emerging best practice in areas such as data ethics, and an understanding of the changing landscape |
| Practitioner | You can: demonstrate a good understanding of relevant data laws, regulations, codes of practice and ethical requirements, and can apply these to your work understand how the law and ethical considerations relate to one another monitor the landscape and legislation to ensure you understand and can implement best practice in new areas of thought such as data ethics |
| Expert | You can: effectively manage data governance issues oversee the implementation of relevant data and ethical frameworks and standards to the work of the organisation direct continuous improvement activity to optimise data governance practices work effectively with internal and external stakeholders to build the organisation’s capability in data regulation and ethics |
| Skill level | Description |
|---|---|
| Awareness | This skill level is currently not defined. |
| Working | This skill level is currently not defined. |
| Practitioner | You can: understand the ethical considerations of potential data science approaches show an awareness of the legislation applicable in this area, such as General Data Protection Regulation (GDPR) and the Data Protection Act (DPA) show an awareness of existing data and AI ethics frameworks in and outside government |
| Expert | You can: expertly set and identify the ethical considerations of potential data science approaches demonstrate a good working knowledge of the legislation applicable in this area, such as General Data Protection Regulation (GDPR) and the Data Protection Act (DPA) demonstrate expert knowledge of existing data and AI ethics frameworks in and outside government and can advise others seeking ethical guidance |