That seems low for London since it's also a city with high living costs... Do they give any other extra benefits, or what about bonus/stock?

Surely there is a big range of salary from intern -> managing director? Does "the mean" matter in this discussion?

That was for experienced engineers.

I think you must be referring to base pay, not bonus or equity, which is a very large part of total compensation.