A W-2 employee receives a regular paycheck with taxes withheld automatically. A 1099 contractor receives gross pay with no taxes withheld, making them responsible for paying self-employment tax (15.3%) plus income taxes.
As a rule of thumb, set aside 25% to 35% of your gross income in a separate tax bank account for quarterly estimated payments.