Yes.
But if after it hits his hand he immediately passes the ball to someone who scores with a tap-in, that's allowed (see Newcastle's first or second goal v Sheffield).
Not in the current law - which I didn't know until someone posted it earlier.
https://www.theifab.com/laws/latest/fouls-and-misconduct/#direct-free-kick