[2] He got his official debut for Metropolitanos in a Venezuelan Primera División game against Deportivo Anzoátegui on 4 August 2018, two days after his 18th birthday.
Ferro got his breakthrough in the 2019 season, where he established himself as a key player on the team, making 21 appearances during the year.
[5] On 9 August 2023, Ferro joined Argentine Primera División side Central Córdoba on a one-year loan deal.
[6] In July 2024, Ferro joined Croatian Football League side NK Istra 1961 on a deal until June 2027.
[7] In 2022 he played as centre-back with the Venezuelan U21 football team in the Toulon Tournament, finishing as Runners-Up, losing against France 2–1 in the finale.