A rep for the couple said: "Yes, we are excited to confirm that they are engaged!".
The pair began dating in May after they were introduced by friends. Simpson had earlier told the magazine that they planned to spend Thanksgiving together.
The singer recently expressed her happiness for ex-husband Nick Lachey's engagement to Vanessa Minnillo.