It happened at about 6:30 a.m. at the intersection of Pennsylvania Ave and Fulton Street in Cypress Hills.
Police say the motorcycle was heading north on Pennsylvania Ave when it struck a pedestrian who was in the crosswalk at Fulton Street.
Both were taken to Jamaica Hospital where the pedestrian is listed in critical condition and the rider is listed in serious condition.