  Given an elliptic surface over a number field, we study the collection of
fibres whose Mordell-Weil rank is greater than the generic rank. Under suitable
assumptions, we show that this collection is not thin. Our results apply to
quadratic twist families and del Pezzo surfaces of degree $1$.
