We establish a link between uniformly differentiable locally scaling functions and ergodic transformations by means of the finite-difference operator. This relation enables us to derive necessary and sufficient conditions for uniform differentiability of locally scaling functions by means of their Mahler coefficients.
Memić et al. (Wed,) studied this question.