Edinburgh vs Reading
Reading wins on purchasing power. Reading data scientists have £229/month more disposable income after rent than their Edinburgh counterparts.
After paying rent, a data scientist in Reading retains £229/month more than in Edinburgh — that's £2,748/year extra in purchasing power.
Edinburgh vs Reading: what the £229/month gap means for a data scientist
On paper, Edinburgh data scientist roles pay £7,000/year less than Reading. But take-home after tax and National Insurance tells a different story — Edinburgh workers keep £3,349/month versus £3,828/month in Reading.
The bigger picture is after rent. Average Edinburgh rent runs £1,100/month versus £1,350/month in Reading. Once housing costs are factored in, Reading workers have £2,478/month disposable income versus £2,249/month in Edinburgh — that is £2,748/year in real spending power.
Reading's rent-to-income ratio of 35% compares favourably to Edinburgh's 33%.
For data scientists prioritising financial freedom, Reading delivers significantly more disposable income despite comparable gross pay.
Cost-of-living equivalence
Based on a cost-of-living index of 72 for Edinburgh and 80 for Reading, a salary of £54,000 in Edinburgh delivers equivalent purchasing power to £60,000 in Reading.
Income retention after all essentials
% of net monthly pay remaining after rent, transport, council tax and groceries
Everyday costs
Estimated typical prices · scaled from Numbeo 2025
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