A person (usually a child, but some adults without
experience may be one), that is not used to the layout of a
keyboard (ie. no abc, the qwerty setup), and instead finds the letter (
generally slowly), and then "pecks it" (hence the name).
Lots of people are becoming hunt and peckers, some are Touch-Typers (know the layout of a keyboard, don't need to look, etc).