The impact of AI varies significantly across university subjects. It is important to distinguish between subjects where AI can perform many routine tasks and subjects where human judgement, physical skills, or interpersonal interaction remain central. AI is changing every field, but not all to the same degree.
| Most affected by AI | Reason |
|---|---|
| Creative Writing | AI can generate articles, stories, reports, and marketing content rapidly. |
| Translation & Modern Languages | AI translation is now highly capable for many everyday tasks. |
| Graphic Design | AI creates logos, illustrations, and layouts in minutes. |
| Journalism | AI can draft news summaries and routine reports. |
| Accounting | Bookkeeping, auditing support, and tax preparation are increasingly automated. |
| Business Administration | Market analysis, forecasting, and reporting are becoming AI-assisted. |
| Law (routine work) | AI performs legal research, document review, and contract drafting. |
| Computer Programming | AI writes and debugs code, shifting programmers toward architecture and systems design. |
| Marketing | AI generates campaigns, advertisements, and customer analytics. |
| Customer Service | AI-powered chatbots handle many routine enquiries. |
Moderately affected
These subjects are being transformed rather than replaced:
- Medicine
- Pharmacy
- Architecture
- Civil Engineering
- Mechanical Engineering
- Finance
- Economics
- Psychology
- Education
- Scientific Research
Professionals in these fields will increasingly work alongside AI, using it to enhance diagnosis, design, analysis, or decision-making while retaining responsibility for outcomes.
Least affected
These subjects continue to rely heavily on practical skills, human interaction, and professional judgement.
| Least affected | Reason |
|---|---|
| Nursing | Direct patient care requires empathy and hands-on skills. |
| Dentistry | Clinical procedures cannot be automated by AI alone. |
| Physiotherapy | Physical assessment and treatment require human expertise. |
| Occupational Therapy | Tailored rehabilitation depends on close patient interaction. |
| Social Work | Trust, judgement, and relationship-building are essential. |
| Early Childhood Education | Young children benefit from human interaction and emotional support. |
| Performing Arts | Live performance and artistic expression remain deeply human. |
| Skilled Trades (Electrician, Plumber, Carpenter) | Work is carried out in varied physical environments that AI alone cannot manage. |
| Veterinary Medicine | Combines clinical judgement with practical treatment of animals. |
| Emergency Services | Real-time decision-making and physical intervention are indispensable. |
The biggest shift
Perhaps the most significant change is that traditional business degrees may become less valuable if they focus mainly on theory. Employers are increasingly seeking graduates who can:
- Use AI effectively.
- Analyse complex problems.
- Lead teams.
- Innovate.
- Communicate clearly.
- Think critically.
- Apply knowledge in real-world settings.
Similarly, computer science is evolving. Writing code from scratch is becoming less central, while designing systems, verifying AI-generated code, cybersecurity, and AI engineering are becoming more important.
Looking ahead
The university programmes likely to thrive over the next decade will be those that combine:
- Deep subject expertise.
- AI literacy.
- Practical, project-based learning.
- Industry collaboration.
- Human-centred skills such as creativity, leadership, ethics, and communication.
In other words, AI is replacing routine tasks rather than entire professions. Degrees that prepare graduates to work with AI, while contributing uniquely human expertise, are likely to offer the strongest long-term value.
