
AI and Future Skills
Working Alongside AI
Artificial intelligence is becoming part of many workplaces, professions, and industries. While AI tools continue to evolve, employers are increasingly looking for graduates who can work effectively alongside AI, think critically about information, and use technology responsibly.
By developing these skills during your studies, you can build the confidence and capabilities needed to thrive in an AI-enabled workplace. Success in the future will not be about competing with AI, but about knowing how to work alongside it effectively and responsibly.
Many future roles may involve using AI tools to support tasks such as research, analysis, content creation, project management, coding, design, and decision-making.
The most successful professionals are unlikely to be those who simply use AI, but those who can:
- Ask effective questions.
- Evaluate AI-generated outputs.
- Combine AI insights with human expertise.
- Recognise when AI is helpful and when human judgement is needed.
- Use AI responsibly and ethically.
The goal is not simply to know how to use AI tools, but to understand how to work effectively with them.
AI Across Different Careers
AI is already having an impact across a wide range of sectors and professions. While the ways in which AI is used may vary between disciplines, many organisations are exploring how AI can support productivity, decision-making, problem-solving, creativity, and innovation. Understanding how to work effectively with AI is therefore becoming an increasingly valuable skill, regardless of your chosen career path.
Examples include:
- Healthcare – supporting diagnosis, analysing medical data, and assisting with administrative tasks.
- Law – reviewing documents, conducting legal research, and identifying relevant case information.
- Education – supporting learning, feedback, content creation, and administrative processes.
- Business and Finance – analysing data, forecasting trends, and improving operational efficiency.
- Engineering – supporting design, modelling, testing, and predictive maintenance.
- Media and Creative Industries – generating ideas, creating content, and supporting creative workflows.
- Public Services – improving service delivery, data analysis, and resource planning.
- Research and Innovation – identifying patterns, summarising information, and supporting discovery.
The way AI is used may differ between disciplines, but understanding how to work effectively with AI is becoming increasingly relevant across many professions.
🏗️ Developing Your AI Literacy at Queen's
As you progress through your studies, you will have opportunities to:
- Explore AI tools and technologies.
- Learn about responsible and ethical AI use.
- Develop critical thinking and evaluation skills.
- Reflect on the impact of AI in your discipline and future profession.
- Build confidence in using AI to support learning and professional development.
These skills can help you succeed at university and prepare for the opportunities and challenges of an AI-enabled future.

