Jorge played his first match as a professional on 4 January 2015, starting in a 1–1 home draw against Sporting de Gijón in the Segunda División.

[6] Jorge signed a five-year contract with La Liga club Valencia CF on 25 February 2019 for a transfer fee of €3 million, effective as of 1 July.

[7] On 15 July, he joined RC Celta de Vigo in the same league on a two-year loan,[8] with an option to make the deal permanent for €7 million as Maxi Gómez moved in the opposite direction.

[9] He made his debut in the competition two months later, receiving a straight card in the tenth minute on an eventual 2–0 home loss against Granada CF.

[12] On 5 July 2022, Jorge joined CD Leganés also in the second division, on a one-year loan with a buyout clause.