You buy the spells then you can learn them after you reached the appropiate lvl and have the right job.

Like you can buy Water for 500 gil, but you cant learn it til your lvl 5. Once you use the scroll that holds the spell, it disappears and the spell is yours permanently(unless you die and lvl down below the requirements).