Ballots were delivered to schools where the voting takes place.
27,000 teachers and support staff are eligible to cast ballots.
Union President Marilyn Stewart is facing four challengers including former CTU President Deborah Lynch.
Results are expected tomorrow.
If no one gets more than 50 percent of the vote, a runoff election will be held next month.