London is its own bubble. The part of the UK I'm in, £35k is the going rate for a senior software developer.
You should be able to find remote work that pays £50k+ relatively easily. Although the whole Brexit thing may make that harder. :\
To me, £70k was more a geographic / economic area issue. Under $50k/£50k you just have to get out.