Do I need a building permit to turn attic into bedroom?

Many people would purposely NOT ask before doing it. You'll likely be told you need a permit and an inspection. If you do it without a permit you'll run the risk of the city telling you it is illegal when you try to sell your home. You might have to get a permit then or undo your work.