This study was inspired by the recent trend in the National Basketball Association (NBA) of teams signing seemingly mediocre players to abnormally large contracts. The purpose of this study was to identify if there were in fact other player characteristics that NBA teams looked for other than pure basketball ability when signing players. 284 NBA players and their salaries during the 2006-2007 were collected along with twenty other independent variables. Obviously players' salary was the single dependent variable. Data and analysis comprised a regression test to determine the relationship between these twenty independent variables and salaries. The regression test revealed a relationship between age and athleticism to salaries. A player's contract year approximate value to his team and scoring ability proved to have a strong relationship with salaries as well. Surprisingly, no player characteristic related to efficiency had any relationship to salaries.