Skill description
Implementing and promoting ethical practices in the design, development, deployment and use of AI and data technologies.
Guidance notes
Includes principles such as fairness, accountability, transparency and privacy. Ethical considerations encompass issues like bias in algorithms, data privacy, the impact of automation on employment and the societal implications of emerging technologies.
Activities may include, but are not limited to:
- providing expert advice on ethical policies, procedures and governance.
- designing AI and data systems that embed ethical considerations.
- conducting ethical impact assessments to identify risks and ensure responsible use of technology.
- responding to ethical dilemmas and incidents.
- keeping up to date with ethical standards, regulations and recommended practices.
- creating ethical risk models and frameworks.
- collaborating with experts in fields such as legal, public relations, data science and AI.
- promoting a culture of ethical awareness and responsibility within the organisation.
Level 3Apply
Supports ethical reviews and conducts basic impact assessments under direction.
Gathers and analyses information for assessments.
Reports on ethical issues and compliance with guidance from others.
Documents findings from audits and reviews.
Assists with documentation and communication of ethical policies.
Supports others in responding to incidents.
Level 4Enable
Engages stakeholders to communicate ethical considerations and influence design decisions.
Conducts detailed impact assessments and makes recommendations.
Manages ethical reviews to ensure compliance with standards.
Evaluates risks and proposes measures to address ethical concerns.
Leads discussions with stakeholders on ethical issues.
Designs and executes ethical impact assessments.
Prepares reports based on audit findings.
Level 5Ensure, advise
Provides expert advice to integrate ethics into AI and data projects and programmes.
Oversees governance and assurance activities.
Reviews and approves impact assessments and audits.
Promotes awareness of ethical principles and their application across the organisation.
Contributes to the development of policy, standards and guidelines related to AI and data ethics.
Level 6Initiate, influence
Sets direction for ethics in AI and data initiatives.
Defines governance processes to ensure compliance with ethical standards.
Engages with industry bodies and experts to develop and drive industry recommended practices.
Develops and implements strategic ethical frameworks.
Leads high-level reviews and decision-making processes.
Allocates resources to support the organisation's commitment to ethical practices.
Ensures the organisation has resources and skills for ethical assurance.
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