Jamie Lindsay fired home four minutes from time as the Millers’ moved above Derby, who slip to second bottom of the table.
It was far from an ideal start to his reign for the former Manchester United and England captain, who gave an honest assessment of side’s under-whelming performance.
“Today Rotherham outfought us,” said Rooney.