London vs Reading
Reading wins on purchasing power. Reading data scientists have £462/month more disposable income after rent than their London counterparts.
After paying rent, a data scientist in Reading retains £462/month more than in London — that's £5,544/year extra in purchasing power.
London vs Reading: what the £462/month gap means for a data scientist
On paper, London data scientist roles pay £7,000/year more than Reading. But take-home after tax and National Insurance tells a different story — London workers keep £4,166/month versus £3,828/month in Reading.
The bigger picture is after rent. Average London rent runs £2,150/month versus £1,350/month in Reading. Once housing costs are factored in, Reading workers have £2,478/month disposable income versus £2,016/month in London — that is £5,544/year in real spending power.
Reading's rent-to-income ratio of 35% compares favourably to London's 52%.
For data scientists prioritising financial freedom, Reading delivers significantly more disposable income despite lower gross pay.
Cost-of-living equivalence
Based on a cost-of-living index of 100 for London and 80 for Reading, a salary of £68,000 in London delivers equivalent purchasing power to £54,400 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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