muttly13: You can search online for a full list, I dont recall offhand. Generally, if its a manual labor type job, it requires a schoolhouse. If its an finished good producer or any of the expert planters, its a College. And I believe only Firebrand Preachers and Elder Statesmen require a University. Perhaps Jesuit Missionaries as well.
Go to the "Building Types" menu in the upper right hand corner. Click on the various building types -- Schoolhouse, College and University -- and you'll see what types of units can be trained there. But it won't tell you how many turns it takes to train a particular unit.
Thanks to the other posters for the info on training! Note especially that if you remove the Colonist from the colony you reset the training clock. But you can move the Colonist around within the colony (eg, from working as a Stateman to working as a Carpenter) without resetting the training clock.