Your preference will be saved for 90 days, or until you clear your browser cookies.
For Fallout 4, Bethesda simplified the way you acquire Perks and Skills. Both are now simply called Perks and are grouped under the seven SPECIAL traits. The higher you are in one trait, the more Perks you can unlock in that group. More here.