Does a person have to have a cdl to drive a farm truck?

If it's a registered farm vehicle, and operated by the farmer, family members of the farmer, or direct employees of the farmer, then no. However, the distance from the farm the vehicle is permitted to operate is restricted, all activities of that truck must be for the operation of that farm, and it may not haul freight for hire.