Why Salary Benchmarking Matters in 2026
Graduate tech salary benchmarks in the UK have shifted significantly over the past three years. A combination of rising living costs, increased competition for CS talent, and growing salary transparency across the industry means that employers offering below-market rates are losing candidates at offer stage - often after investing significant time in assessment processes.
This guide provides current salary benchmarks for CS and tech graduate roles across the UK, broken down by role type, location, and company size, to help employers set competitive packages in 2026.
Software Engineering Graduate Salaries
Software engineering roles represent the largest category of graduate tech hiring in the UK. The range is wide because it spans everything from startups with 10 employees to FTSE 100 companies with dedicated graduate programmes.
London
- Startups (seed to Series A): £35,000 - £45,000 + equity
- Scale-ups (Series B+): £40,000 - £55,000 + equity
- Large tech companies: £45,000 - £65,000 + bonus
- Financial services (banks, fintech): £45,000 - £60,000 + bonus
- Graduate schemes: £35,000 - £42,000 base
Manchester, Birmingham, Leeds, Edinburgh
- Startups and scale-ups: £28,000 - £38,000
- Large employers: £32,000 - £42,000
- Graduate schemes: £27,000 - £35,000
Bristol, Cambridge, Oxford, Reading
- Tech cluster roles: £32,000 - £45,000
- University spin-outs and research-adjacent: £28,000 - £38,000
Data Science and Machine Learning Graduate Salaries
Demand for graduates with data science and ML skills has grown faster than supply since the AI investment boom of 2023-2024. Salaries at the upper end have risen accordingly.
- London (data analyst / junior data scientist): £32,000 - £45,000
- London (ML engineer / AI researcher): £40,000 - £60,000
- Regional (data roles): £26,000 - £38,000
- Financial services data roles: £45,000 - £65,000 + bonus
Graduates with demonstrable experience in Python, SQL, and at least one ML framework (PyTorch, TensorFlow, scikit-learn) command the upper end of these ranges from day one.
Cybersecurity Graduate Salaries
The UK cybersecurity skills gap - estimated at over 11,000 unfilled roles by the UK government's own research - has pushed graduate salaries in this sector above most other tech disciplines at entry level.
- Security analyst / SOC analyst: £28,000 - £38,000
- Penetration testing (graduate): £30,000 - £40,000
- Government and defence security roles: £30,000 - £45,000
What Benefits Matter to Tech Graduates in 2026
Salary is the primary decision factor but graduates increasingly evaluate the full package. The benefits that move the needle for CS graduates in 2026:
- Flexible / hybrid working: Now expected as standard. Fully on-site roles require a significant salary premium to compete.
- Learning and development budget: A dedicated L&D budget (typically £500-£2,000 per year) signals investment in the graduate's growth.
- Clear progression timelines: Graduates want to know what the role looks like in 12, 24, and 36 months.
- Pension contributions above the legal minimum: Particularly valued by graduates who have engaged with personal finance content online.
- Private health insurance: Increasingly common at tech companies and now expected at larger employers.
The Cost of Getting Salary Wrong
Offering below-market salaries has compounding costs that extend well beyond the hiring process. Candidates who accept below-market offers are more likely to leave within 12-18 months when they receive a better offer elsewhere. In a market where graduate tech hiring takes 8-16 weeks from vacancy to start date, repeated early attrition is significantly more expensive than offering a competitive salary upfront.
Employers listing roles on GradSignal who include a salary range in their listing consistently receive more applications and higher-quality applicants than those who list without salary information. To discuss listing your graduate roles, visit our For Employers page or email enquiries@gradsignal.co.uk.