  The concept of scattered polynomials is generalized to those of exceptional
scattered sequences which are shown to be the natural algebraic counterpart of
$\mathbb{F}_{q^n}$-linear MRD codes. The first infinite family in the first
nontrivial case is also provided and equivalence issues are considered. As a
byproduct, a new infinite family of MRD codes is obtained.
