Scattered polynomials of a given index over finite fields are intriguing rare objects with many connections within mathematics. Of particular interest the exceptional ones, as defined in 2018 by first author and Zhou, for which partial classification results known. In this paper we propose unified algebraic description <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="...