The whole pumpkins may take about eight to twelve weeks to decompose. The cut pumpkins may take as less as five to ten days to rot in the compost pile. The thicker rind may take more time to decompose. Also, rotten pumpkins may take less time to decompose. A hot compost pile with adequate moisture will speed the decomposition process.