Jobs Score Act of 2011 - Amends the Congressional Budget Act of 1974 to require a Congressional Budget Office (CBO) analysis of any public bill or resolution reported from a congressional committee (except on Appropriations of each chamber) to estimate the number of jobs which would be created, sustained, or lost in carrying out such measure in the fiscal year in which it is to become effective and in each of the four ensuing fiscal years, together with the basis for each such estimate.