It's hard to say exactly, but just in case let me list the farmhand perks that are permanent:
Destiny - Autofarm - Autoskill: Golden Harvest - Empowered Hunger - Autoskill: Midnight Oil
Any other skill is not considered permanent - are any of the above the ones you were purchasing but then didn't retain?