The House impeaches, the Senate removes, and even if the GOP gained majority control of the Senate it wouldn’t matter, as it takes a 2/3rd supermajority to remove.
That said, you are certainly correct about the 2/3 vote.
Never happen, they are too afraid of being called RACISTS.