not necessarily. 270win in 130gr is one of the most popular rounds for deer and is more than adequate.
Let me qualify that: In .357mag 110gr is, I feel, to light for hunting deer. In a higher velocity rifle, you can use lighter bullets.
Elmer Keith was a proponent of big/slow bullets, and I'm not one to argue.