How do you find the unit vector normal to EACH point of a surface in 3D space? What is the general procedure?

I understand how to take the gradient to find the unit normal for a given point on the surface, but I am asked to find it over the surface of an entire 3D object. I am curious what the general procedure is for this type of problem. Thanks!