Mr Gurria said US politicians should put aside differences and raise the minimum wage, which he called "a good recipe in a number of other countries".
"It doesn't necessarily have to take so much time and so much political acrimony," he said.
The US government should expand the earned income tax credit and help people back to work through skills programmes, he added.
The OECD said increased investments would help strengthen productivity growth.