Our greatest primary task is to put people to work.
Everyone was looking for work at this point and everyone was surely struggling immensely to find it. Trying to find a job is work, but without the pay, of course. FDR is asking the people to work not only harder, but to work with the government as a united nation to help surpass the economic struggles the U.S. was facing at the very moment.