Quick Answer. The people who benefited the most from Andrew Jackson's spoils system were loyal political supporters of Jackson. The spoils system refers to the fact that Jackson gave hundreds of federal jobs to his supporters in the first months of his presidency. In all, Jackson replaced over 900 federal employees. The term spoils system is derived from the statement to the victor belong the spoils, spoken by William Marcy. Continue Reading