What episode of criminal minds does Spencer Reid join the BAU?

Spencer Reid joins the BAU in the very first episode of Criminal Minds, titled "Extreme Aggressor".

It's the episode where the team is first introduced and we see Reid's unique skills and how he quickly becomes an integral part of the team.