Omeruo, a central defender will play for Los Pepineros until June 30, 2019, with the option to buy.
Sky reports that the club confirmed the news at a team presentation ahead of their season opener against Athletic Club.
Omeruo 24, was a member of the Super Eagles team that won the 2013 African Cup of Nations.
