Depends on who is administering your commuter benefits plan.

As for me, my administrator is Wage Works. They can deduct pre-tax money from my paychecks and deposit them to my SmarTrip card directly. In fact, they are able to separately fund both commuting and parking costs since the maximal federal benefits for this year is $125/month pre-tax for commuting alone but $240 for parking.