Zouma signed with Cluj as a free agent after coming off contract at West Ham over the summer.
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Now 30, Zouma has signed a two-year contract with an option for another 12 months.
Zouma spent last season on loan in Saudi Arabia with Al-Orobah.
Former Arsenal and Manchester United defender Mikael Silvestre, meanwhile, is set to be named Cluj sporting director.