Rent just makes up the majority of my expenses. I was basing this on rent + bills at £800/month. Leaving £400/month for other expenses ~= £15k/year ~= $20k/year = 5 years.

£600/month is also definitely doable in London (even in Zone 2). I have quite a few friends who earn less than me that wouldn't even consider a room costing more than that.