Yes. Most provinces require a sport-fishing license, issued by the corresponding provincial agency. Check Ciudad Autónoma de Buenos Aires's current requirements before your trip.

Peak season for argentinian silverside (pejerrey) in this area is in may–sep, though there's activity in other months depending on conditions.