Johnny Warrington led a 30-piece radio orchestra on Philadelphia station WCAU during the 1940s. A young Gerry Mulligan briefly worked for Warrington, writing arrangements for the group in 1944. During the 1950s Warrington became a prolific arranger himself. Many modern-day big bands still use his arrangements.