At the 2014 Commonwealth Games Bailey-Cole ran the 100 m final in 10.00 seconds to take the gold medal, beating England's Adam Gemili who took silver, and fellow countryman Nickel Ashmeade who took bronze. He was a part of the Jamaican relay team which won the gold medal at the 2016 Summer Olympics, running only in the heats.