In 2016, Burke made his senior team debut versus Haiti and scored his first international goal against Guyana.Burke's second international goal was scored against Suriname in the final group match of the 2017 Caribbean Cup qualification, sending Jamaica to the 2017 Gold Cup. Burke made five appearances during the 2017 Gold Cup, where Jamaica finished runner-up to the United States.