A surface of revolution has the following first fundamental form $$ \begin{pmatrix} r^2(s)& 0\\ 0 &1\end{pmatrix}. $$
But does this first fundamental form imply that the surface is a surface of revolution?
A surface of revolution has the following first fundamental form $$ \begin{pmatrix} r^2(s)& 0\\ 0 &1\end{pmatrix}. $$
But does this first fundamental form imply that the surface is a surface of revolution?
In a word, no. Such a surface could be a cylinder over an arbitrary smooth plane curve, or could admit a one-parameter family of "helical" ambient isometries, see "Self-sliding" surfaces.
Further, as Ted notes, not every such metric embeds as a surface of rotation (even if, like Ted's "saddle cone", the metric embeds isometrically in Euclidean $3$-space).
You might be interested in A symplectic look at surfaces of revolution, l'Enseignement Mathématique 49 (2003), 157-172.