  Let $X$ be a smooth projective hypersurface. In this note we show that any
rank 3 arithmetically Cohen-Macaulay vector bundle over $X$ splits when dim $X
\geq 7$. We also find a splitting criterion for rank 4 arithmetically
Cohen-Macaulay vector bundles on $X$ when dim $X \geq 9$.
