babe in the woods

[babe in the woods] {n. phr.} A person who is inexperienced or innocent in certain things.

He is a good driver, but as a mechanich is just a babe in the woods.

Compare: OVER ONE'S HEAD, BEYOND ONE'S DEPTH.