In this talk we consider the point process formed by the largest eigenvalues of constant degree Erdős–Rényi graphs, and show that it is asymptotically close to the extrema of a Poisson point process. To this end we characterise the spectral edge using geometric features of the graph, in particular the structure around high-degree vertices.