Data and Artificial Intelligence Ethics MSc, PgCert, PgDip

An interdisciplinary degree with Edinburgh Futures Institute

This programme meets the urgent demand for interdisciplinary skills and knowledge in the ethical design, use and governance of artificial intelligence and other data-intensive technologies.

Today, many organisations and sectors that work with artificial intelligence (AI) and data-intensive applications are missing the distinctive expertise in their technical and policy/governance workforce needed to answer society’s ethical demands for responsible technology use, which increasingly goes beyond mere legal compliance.

Faced with rising public expectations and regulatory demands that new technologies will be applied not just legally, but ethically, all sectors require skilled graduates armed with critical, creative and higher-order data skills. Graduates of this programme will help their future employers to navigate complex new technical systems and roles with transparency, accountability, fairness, justice, and respect for individual and human rights, and in ways aligned with genuine human and social needs.

Our interdisciplinary degree is designed with the University of Edinburgh’s world-leading academic expertise in this area, drawing on philosophy, law, informatics, and science and technology innovation studies (STIS). It leverages the research power and mission of the Futures Institute’s Centre for Technomoral Futures, which promotes sustainable, just and ethical outcomes for artificial intelligence (AI) and data-driven technology.

You will:

• build the complex cognitive and collaborative skills needed to become knowledgeable and competent in responsible and ethical data and AI development, use and governance
• develop an understanding of the ethical, legal, policy and design values, principles and practices that enable responsible use of data and AI
• gain practical experience working and communicating about AI and data ethics with other stakeholders and practitioners across sectors, disciplines and publics

You will learn:

• how ethical norms and principles map onto the distinctive technical affordances of AI and data science
• how ethics intersects with other forms of technology governance such as law, policy, design and professional standards
• how ethics relates to broader political and cultural contestations of algorithmic, corporate and state power and influence

Postgraduate study at the Edinburgh Futures Institute

This programme is part of an interconnected portfolio of postgraduate study opportunities at Edinburgh Futures Institute (EFI).

The Futures Institute supports interdisciplinary teaching, learning and research that is focused on complex global and social challenges. Our programmes are taught by academic experts from many different subject areas.

As a Futures Institute student, you should be proactive and motivated. You will be supported to develop creative, critical, and data-informed thinking that cuts across traditional disciplinary boundaries. You will have the space to think deeply about questions linked to your own passions and professional goals and will develop a project based on an issue that you care about.

As well as knowledge specific to your area of study, studying at Edinburgh Futures Institute will give you the skills and understanding you need to become a creative, confident, and critical citizen in a fast-changing world.

These skills include:

• core data skills
• data ethics
• the ability to interrogate issues of global scope using perspectives from across disciplines
• creative and analytic approaches to knowledge

You can join us regardless of whether you already have experience or practical skills in the use and application of digital data.

These entry requirements are for the 2025/26 academic year and requirements for future academic years may differ. Entry requirements for the 2026/27 academic year will be published on 1 Oct 2025.

A UK 2:1 honours degree, or its international equivalent, in any discipline.

We will also consider your application if you have other professional qualifications or experience; please contact us to check before you apply. In particular, we welcome applications from professionals with experience (e.g. working in companies, government, or third sector organisations) designing or implementing projects, programmes, or policies that aim to diminish inequalities.

Students from China

This degree is Band C.

• Postgraduate entry requirements for students from China

International qualifications

Check whether your international qualifications meet our general entry requirements:

• Entry requirements by country

English language requirements

Regardless of your nationality or country of residence, you must demonstrate a level of English language competency which will enable you to succeed in your studies.

English language tests

We accept the following English language qualifications at the grades specified:

• IELTS Academic: total 7.0 with at least 6.5 in each component. We do not accept IELTS One Skill Retake to meet our English language requirements.
• TOEFL-iBT (including Home Edition): total 100 with at least 23 in each component. We do not accept TOEFL MyBest Score to meet our English language requirements.
• C1 Advanced (CAE) / C2 Proficiency (CPE): total 185 with at least 176 in each component.
• Trinity ISE: ISE III with passes in all four components.
• PTE Academic: total 73 with at least 65 in each component. We do not accept PTE Academic Online.
• Oxford ELLT: 8 overall with at least 7 in each component.

Unless you are a national of a majority English speaking country, your English language qualification must be no more than three and a half years old from the start of the month in which the programme you are applying to study begins. If you are using an IELTS, PTE Academic, TOEFL, Trinity ISE, or Oxford ELLT test, it must be no more than two years old on the first of the month in which the programme begins, regardless of your nationality. (Revised 14 January 2025 to include Oxford ELLT.)

Degrees taught and assessed in English

We also accept an undergraduate or postgraduate degree that has been taught and assessed in English in a majority English speaking country, as defined by UK Visas and Immigration:

• UKVI list of majority English speaking countries

We also accept a degree that has been taught and assessed in English from a university on our list of approved universities in non-majority English speaking countries (non-MESC).

• Approved universities in non-MESC

If you are not a national of a majority English speaking country, then your degree must be no more than five years old at the beginning of your programme of study.

Find out more about our language requirements:

• English language requirements

This programme has the potential to fill a substantial skills gap in the existing labour market that is increasingly recognised by institutions; namely, the need for skills in ethical design, development and governance of emerging AI and data-intensive technologies. Many organisations struggle to manage the ethical risks associated with these technologies, which call for new expertise and skillsets beyond legal compliance or business risk management in the conventional sense.

Depending on their other skillsets (for example in data science, machine learning, health, finance, law, policy or business), students who have acquired this degree are likely to find expanded career opportunities across the public, private and third sectors, in areas such as:

• policy
• compliance
• privacy
• trust and safety
• information services and security
• responsible innovation
• product management
• regulatory oversight
• non-profit research and advocacy