Adam Scott doesn’t appear on the show until the second to last episode of season 2. There’s quite a lot of character development before his appearance, and his character doesn’t have a strong impact until season 3, i would say
We skip season 1 as well, but it’s only like 6 episodes. Season 2 was the first full season, and was substantially better.