You must also pay your own share of payroll taxes — including FUTA. What does FUTA stand for? FUTA stands for “Federal Unemployment Tax Act.” Enacted in 1938, this is a federal law that authorizes the Internal Revenue Service (IRS) to collect a federal tax from employers to help fund state workforce agencies.