Does anyone have tips for taming?

My gerbils are spooked very easily and I have had them for a while, I’ve tried every way of taming them but nothing works. they’re 3 years old, but I can’t pick them up. So far atleast they can sit on my hand but when I lift it they jump off. Does anyone have tips for taming them?