Some Like It Hot" is a song recorded by The Power Station. It was the first single released from the group's 1985 debut album . Released by Parlophone Records in 1985, the song features heavy drum beats from Tony Thompson and vocals from Robert Palmer . It was the band's biggest hit, peaking at number six on the Billboard hot 100 singles chart.