Everything will be relative to my world, but there's a few things that people tend to do in them:
(1) A Witch is referred to as a Shaman
(2) A Rogue is referred to as an Infiltrator
(3) A Wizard or Sorcerer is referred to as a Mage
(4) A Bard is referred to as a Gypsy
As far as spellcasting goes, a witch has the same choices on spells per day and spell levels as a Wizard. Essentially, a Witch is pretty similar to a Wizard except for a few things:
(1) Instead of a Spellbook, they have a Familiar (both are studied daily for spells)
(2) Instead of an Arcane Bond + School, they have Hexes
Aside from those two major differences, they play out almost exactly alike for stats.
~SE++