They MAY turn to a zombie, but it isn't compulsory.
And then, there most rules contemplate that survivors can endure SEVERAL wound before going down, and only after the last wound is received, the character may (or may not) be zombified (Most rules allow for some kind of "saving roll").
Hope that helps.