Social Security Earnings Test Repeal Act of 2003 - Amends title II (Old Age, Survivors and Disability Insurance) (OASDI) of the Social Security Act to remove the limitation on the amount of outside income which a beneficiary may earn (earnings test) without incurring a reduction in benefits.