AI Is Shrinking Job Prospects for Computer Science and Economics Graduates, UK Data Shows

Key points

• Coding and software development were the fastest-falling graduate occupations in the UK in 2024, according to data compiled for the 2027 Guardian University Guide.
• Demand for economics graduates in high-paying roles such as management consulting declined year-on-year.
• AI tools appear to be reducing employer demand for entry-level technical and analytical work.
• Both computer science and economics were previously among the most reliable routes to well-paid graduate jobs.

For years the advice was simple: study computer science or economics and a good job follows. The latest UK graduate employment data suggests that deal is fraying.

Figures gathered for the 2027 Guardian University Guide, published Saturday, show coding and software development dropped faster than any other graduate occupation last year. Demand for economics graduates also fell in high-paying finance corners, including management consultant and economist roles.

What is actually happening to these jobs?

AI tools that write code, analyse data and draft reports automatically are making it cheaper for companies to do work that junior graduates once handled. One experienced worker with the right AI tools can cover ground that previously needed a small team, so employers are hiring fewer entry-level staff.

That hits computer science and economics graduates hardest. Most of their early-career value was writing code or crunching numbers, and both tasks are now things AI handles quickly.

These falls are measurable and recent, concentrated in the kinds of roles new graduates typically land first. A Stanford study we covered on 24 August found workers aged 22 to 25 in AI-exposed fields are now 19 percent behind their peers on employment outcomes; a year earlier that gap was 13 percent.

Should students avoid these degrees?

Not based on one year of data, but the old assumption that the degree alone opens the door no longer holds. A computer science graduate who can only write basic code faces more competition than ever, now including software written by AI itself. An economics graduate hoping to walk into a consulting analyst role finds firms leaning on AI to do the initial modelling.

What employers still want is judgement: knowing when the AI output's wrong, how to ask it better questions, and what to do with the answer. Those skills sit on top of a technical education, not inside it.

The pattern matters beyond the UK. If employers in one of Europe's largest graduate markets are pulling back on entry-level technical hiring, similar signals are likely appearing elsewhere. Equivalent data from the US and Germany will be worth watching over the coming months.

Common questions

Does this mean computer science degrees are worthless?

No. The degree still provides foundations that AI tools can't replace on their own. The risk is for graduates who treat coding as the finish line rather than a starting point.

Which careers are actually growing for graduates?

The Guardian data doesn't specify the fastest-growing roles in detail, but broader UK labour market evidence points to jobs where physical presence or regulatory accountability matter, such as healthcare and teaching.

Should current students change their plans?

Not on one year of figures. The smarter move is to treat AI tools as part of the skill set so that a first job depends on what you can do with AI, not what AI has replaced.