The sphere perform a constant speed movement. The friction no perform work because the sphere movement respect to the floor is upward but the sphere center of mass is moving perpendicular to the floor.
EDIT:
Ok, look the picture. The black circumference is the sphere at some moment $t_0$ and the red one is at $t_1=t_0+\Delta t$.
The section marked in blue color is the part which have contact with the floor, if you follow these part, is moving upward for some later moment.
Imagine a xy plane (i forgot draw it) such that the positive y axis is directed to up.
The friction force is acting over the blue section, so the force direction is to down $\vec{f}=f\,(-\hat{\mathbf{y}})$. The velocity of center of mass $\vec{v}_{cm}=v_{cm}\,\hat{\mathbf{x}}$
The work realized by a constant force is defined as follow,
$$W=\vec{F} \cdot \vec{d}$$
Where $d$ is the displacement in the movement direction.
This is the reason because the friction force doesn't make work, hence, the velocity the sphere is constant all over the flat surface.