An exceptional polynomial over a finite field F is one that bijective on infinitely many extensions of F (or just one sufficiently large extension). This was first studied by Dickson in his thesis. We will discuss work that started with Fried and Saxl and more recent work with Rosenberg and Zieve that gives a classification of indecomposable exceptional polynomials of degree not a power of the characteristic.