The solution above is incorrect. The ticklabelposition settings "outside left" and "inside left" only denote the position of the label relative to the tick and can only be used when orientation is "h" - i.e., when the colorbar is horizontal.
Currently, I don’t think there’s a way to put the labels on the left side of a colorbar.