Captain Kenneth Poortman was found dead on the side of a busy highway on Sunday night.
As yet, the motive for the killing is unknown.
The suspects will remain behind bars until their bail application.
Meanwhile, over 80 police officers have been killed in South Africa this year.
- South Africa