Will Jagy answered my question:

Bangert, Victor. "On the existence of closed geodesics on two-spheres." International Journal of Mathematics 4, no. 01 (1993): 1-10. doi.

"...one obtains the existence of infinitely many closed geodesics for every Riemannian metric on $\mathbb{S}^2$."