The Constitution states that Justices "shall hold their Offices during good Behaviour." This means that the Justices hold office as long as they choose and can only be removed from office by impeachment. Has a Justice ever been impeached? The only Justice to be impeached was Associate Justice Samuel Chase in 1805.
Oh. They do.
9-0
Judges can be impeached.