At least in my state, the employee does not pay unemployment insurance tax, but the amount the employer pays is usually reported on the paystub. That is, if you are paid $85,000 salary it won't be reduced by the unemployment tax. However, some economists treat all payroll taxes as effectively paid by the employee out of "total compensation".