Bristol vs Reading
Reading wins on purchasing power. Reading data scientists have £290/month more disposable income after rent than their Bristol counterparts.
After paying rent, a data scientist in Reading retains £290/month more than in Bristol — that's £3,480/year extra in purchasing power.
Bristol vs Reading: what the £290/month gap means for a data scientist
On paper, Bristol data scientist roles pay £6,000/year less than Reading. But take-home after tax and National Insurance tells a different story — Bristol workers keep £3,538/month versus £3,828/month in Reading.
The bigger picture is after rent. Average Bristol rent runs £1,350/month versus £1,350/month in Reading. Once housing costs are factored in, Reading workers have £2,478/month disposable income versus £2,188/month in Bristol — that is £3,480/year in real spending power.
Reading's rent-to-income ratio of 35% compares favourably to Bristol's 38%.
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 75 for Bristol and 80 for Reading, a salary of £55,000 in Bristol delivers equivalent purchasing power to £58,650 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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