Comment by simonw
"Talking" here doesn't literally mean talking. It means figuring out the scope of the problem, researching solutions, communicating with stakeholders, debating architecture, building exploratory prototypes, breaking down projects - it's all the stuff that isn't writing the code.
I've worked at various sizes of organization. Most notably I joined Eventbrite when they were less than 100 developers and stayed while they grew to around 1,000.