  This note considers a finite dimensional statistical model for the Calder\'on
problem with piecewise constant conductivities. In this setting it is shown
that injectivity of the forward map and its linearisation suffice to prove the
invertibility of the information operator, resulting in a Bernstein--von-Mises
theorem and optimality guarantees for estimation by Bayesian posterior means.
