On 21 June 2017, Atalanta bought out Berisha on permanent deal for a reported fee of €5 million. Following a very impressive performance in the 3rd game week of the 2017–18 Serie A against Sassuolo, Berisha was rated as the best goalkeeper of the week by including in the best eleven of the week.