The 'Boyfriend' singer, who only turned 18 in March, poses in a tight white vest for the magazine's August issue.
It has been noted that the suggestive phrase was previously used by Rolling Stone for a 2004 edition featuring ex-Disney star Lindsay Lohan.
Bieber's last Rolling Stone appearance in 2011 was marred by controversy when an "editing error" seemed to suggest that Bieber disapproved of women terminating pregnancies resulting from rape.
The interview also featured Bieber branding the US healthcare system as "evil", saying: "Here, your whole life, you're broke because of medical bills."
When asked about his political allegiance, the then-16-year-old declared: "I'm not sure about the parties… But whatever they have in Korea, that's bad."