Dolfijn FM said the shooting occurred just outside the arrivals area at Curacao International Airport. It said one of the dead was a young man from the Buena Vista neighborhood of Curacao.
The police report that suspects in a white car were waiting for the victims and fired multiple shots, killing two and injuring six others.
The airport police engaged the suspects in a shootout, however they managed to flee the scene.
According to the Associated Press, last year, Curacao had 22 homicides, down from 45 in 2002. Among the 2013 slayings was the unsolved assassination of influential lawmaker Helmin Wiels, who was shot to death on a beach as he socialized and sipped a beer.