Steam recently changed the default privacy settings for all users. This may impact tracking. Ensure your profile has the correct settings by following the guide on our forums.
If your profile is showing up as Not Ranked, please review our rules page and follow the appeal process detailed there.
No, it will scan in your entire achievement history. It can take some time if you just joined, or you can force a manual sync under Tools from the Edit Account page.