Among the various referee jobs, the position of a sports statistician stands out as the highest paying, with an annual salary range of approximately $57,500 to $98,500. Sports statisticians play a crucial role in analyzing game data, providing insights that can influence team strategies and player performance. Following closely are umpires, who typically earn between $34,000 and $55,500 per year, officiating games in sports such as baseball and softball. Basketball court monitors earn between $28,500 and $42,000, while soccer referees make between $31,000 and $39,000 annually. Lastly, scorekeepers, who are responsible for maintaining accurate game scores, earn between $20,000 and $33,000. Overall, the salary for referees can vary significantly based on the sport, level of competition, and the individual's experience, but sports statisticians clearly lead the pack in terms of earning potential.