Maryland gained 3,100 jobs in January and saw its unemployment rate fall to its lowest level since 2008. The state started off 2019 with an unemployment rate of 3.7 percent, down from 3.9 percent in December. Maryland's unemployment rate is now below the national average, which edged up to 4 percent, according to preliminary data released Monday by the U.S.