Data Scientist · City comparison · 2026

Cambridge vs Cardiff

Cambridge wins on purchasing power. Cambridge data scientists have £537/month more disposable income after rent than their Cardiff counterparts.

Cambridge salary
£66,000
£4,070/mo take-home
Cardiff salary
£44,000
£2,933/mo take-home
Cambridge wins by
+£537
per month after rent
Winner on purchasing power
Cambridge

After paying rent, a data scientist in Cambridge retains £537/month more than in Cardiff — that's £6,444/year extra in purchasing power.

+£537
per month
Cambridge
View full breakdown →
Gross salary £66,000
Net monthly £4,070
Rent (1-bed) £1,500
Rent-to-income 37% — Stretched
After rent £2,570
Cardiff
View full breakdown →
Gross salary £44,000
Net monthly £2,933
Rent (1-bed) £900
Rent-to-income 31% — Comfortable
After rent £2,033

Cambridge vs Cardiff: what the £537/month gap means for a data scientist

On paper, Cambridge data scientist roles pay £22,000/year more than Cardiff. But take-home after tax and National Insurance tells a different story — Cambridge workers keep £4,070/month versus £2,933/month in Cardiff.

The bigger picture is after rent. Average Cambridge rent runs £1,500/month versus £900/month in Cardiff. Once housing costs are factored in, Cambridge workers have £2,570/month disposable income versus £2,033/month in Cardiff — that is £6,444/year in real spending power.

Cambridge's rent-to-income ratio of 37% compares favourably to Cardiff's 31%.

For data scientists prioritising financial freedom, Cambridge delivers significantly more disposable income despite comparable gross pay.

Monthly cost comparison

All figures monthly · 2025/26

Category Cambridge Cardiff Delta
Rent (1-bed median) £1,500 £900 -40%
Transport £75 £50 -33%
Council tax £155 £132 -15%
Groceries £300 £255 -15%
Disposable income remaining £1,900 £1,463 -23%

Sources: ONS ASHE 2025 · Rightmove Q4 2025 · HMRC 2025/26 · Numbeo 2025

Cost-of-living equivalence

Based on a cost-of-living index of 87 for Cambridge and 64 for Cardiff, a salary of £66,000 in Cambridge delivers equivalent purchasing power to £48,550 in Cardiff.

Cambridge £66,000 ≈
£48,550
in Cardiff

Income retention after all essentials

% of net monthly pay remaining after rent, transport, council tax and groceries

Cambridge 47%
Cardiff 50%

Everyday costs

Estimated typical prices · scaled from Numbeo 2025

Cappuccino
Cambridge £3.31
Cardiff £2.43
Transit (single trip)
Cambridge £1.79
Cardiff £1.19
Gym membership
Cambridge £48/mo
Cardiff £35/mo
Cinema ticket
Cambridge £13.92
Cardiff £10.24

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Frequently asked questions

Does a data scientist earn more in Cambridge or Cardiff? +
Cambridge pays a median £66,000 vs £44,000 in Cardiff — a gross difference of £22,000. However, after accounting for rent and living costs, Cambridge professionals have £537/month more disposable income, making it the stronger city in real terms.
What is the take-home pay for a data scientist in Cambridge vs Cardiff? +
In Cambridge: gross £66,000£4,070/month net take-home. In Cardiff: gross £44,000£2,933/month net take-home. After paying median 1-bed rent, Cambridge leaves £2,570/month vs Cardiff's £2,033/month.
What salary in Cardiff matches Cambridge purchasing power? +
Approximately £48,550 in Cardiff delivers equivalent purchasing power to £66,000 in Cambridge, based on a cost-of-living index of 87 (Cambridge) vs 64 (Cardiff).
Is Cambridge or Cardiff cheaper to live in? +
Cardiff is cheaper overall, with a cost-of-living index of 64 vs 87 for Cambridge (London = 100). Rent in Cambridge averages £1,500/month (1-bed) vs £900/month in Cardiff.
What is the rent-to-income ratio for a data scientist in Cambridge? +
A data scientist in Cambridge earning £66,000 takes home £4,070/month. With median 1-bed rent of £1,500/month, the rent-to-income ratio is 37% (stretched). In Cardiff the equivalent ratio is 31%.

Explore further

Affordability and salary breakdowns for Cambridge and Cardiff

Afford Cambridge on £65,000? Afford Cardiff on £45,000? Salary equivalence: Cambridge → Cardiff Standard of living: Data Scientist in Cambridge Standard of living: Data Scientist in Cardiff

Data sources & methodology

ONS Annual Survey of Hours and Earnings 2025 · Rightmove Rental Trends Tracker Q1 2026 · Numbeo Cost of Living 2026

Analysis by the SalaryDex data team · May 2026 · Corrections: [email protected] · Full methodology · Data transparency pledge