Methods and systems are described for placing arithmetic operators on a programmable integrated circuit device (e.g., a PLD). Placement of arithmetic operators of a data flow graph in one of multiple regions (e.g., a region of DSP circuitry blocks or a region of logic fabric circuitry) on the programmable integrated circuitry device may be determined (e.g., randomly). A score related to the performance of the graph (e.g., a score related to data flow graph routing delays or area consumed by the data flow graph) may be determined and this process may be repeated after one of the arithmetic operators of the data flow graph is moved. The placement of arithmetic operators that corresponds to the best value for the score related to the performance of the data flow graph may be stored. Accordingly, more arithmetic operators may be included on a programmable integrated device than in conventional devices.