Born in Torrelavega, Cantabria, Luque was a product of local giants Racing de Santander's youth system.
On 22 January 2011, Luque made his first-team – and La Liga – debut, playing 20 minutes in a 0–3 away loss against eventual champions FC Barcelona.
[1] On 15 May, as the team was already safe from relegation, he received his first start, featuring the full 90 minutes in another away fixture, a 2–1 defeat to Sporting de Gijón.
[2] On 2 September 2013, after another relegation with Racing, Luque signed with Danish Superliga club SønderjyskE Fodbold,[3] going on to become the first Spaniard to score in that competition.
[5] Luque continued to compete in the Spanish third level in the following seasons, with CD Guijuelo[4] and Cultural y Deportiva Leonesa.