Bustos won promotion to La Liga with Celta in 2012, as runners-up. He made his debut in the competition on 18 August of that year, playing 79 minutes in a 0–1 home defeat to Málaga, and scored his first competitive goal for the side on 12 December, in a 2–1 win over Real Madrid at the Balaídos for the Copa del Rey.