Reading vs York
Reading wins on purchasing power. Reading data scientists have £375/month more disposable income after rent than their York counterparts.
After paying rent, a data scientist in Reading retains £375/month more than in York — that's £4,500/year extra in purchasing power.
Reading vs York: what the £375/month gap means for a data scientist
On paper, Reading data scientist roles pay £15,000/year more than York. But take-home after tax and National Insurance tells a different story — Reading workers keep £3,828/month versus £3,053/month in York.
The bigger picture is after rent. Average Reading rent runs £1,350/month versus £950/month in York. Once housing costs are factored in, Reading workers have £2,478/month disposable income versus £2,103/month in York — that is £4,500/year in real spending power.
Reading's rent-to-income ratio of 35% compares favourably to York's 31%.
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 80 for Reading and 68 for York, a salary of £61,000 in Reading delivers equivalent purchasing power to £51,850 in York.
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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