Joe DiMaggio Should Have Been 1936 Rookie of the Year. The New York Yankees' heralded rookie, Joe DiMaggio, made his major league debut on Sunday, May 3, 1936. The greatest center fielder in New York baseball history had suffered a foot injury that delayed his season by a few weeks.