Problem solved !

Not having the habits to use raw sql, I think my stupid brain made an hybrid of SQL and DQL.

I needed to change :

"INSERT INTO brand (name, created_at) VALUES (name=:name, created_at=:date);";

into :

"INSERT INTO brand (name, created_at) VALUES (:name, :date);"