A candidate selection system that generates data-driven candidate selections of large populations of submitted resumes using common independent assessment variables and against desired qualities is described. A processor executing the candidate selection program is pre-programmed to include a listing of desired qualities that the ideal candidate for the position should possess. Each submitted resume is reviewed and data input from the resumes is normalized to produce values representing weighted scores unique to the specific candidate and in terms of the sought-after desired dependant qualities.