A number of noted jazz musicians played in Wylie's orchestra, such as Jack Jenney, Tony Pastor, Nate Kazebier, Spud Murphy, Bill Stegmeyer, Joe Bishop, Billy Butterfield, Johnnie Davis, Vaughn Monroe, Claude Thornhill, and Artie Shaw.
Jack Kerouac | Jack Nicholson | Jack Nicklaus | Jack the Ripper | Jack London | Jack Kemp | Jack Kirby | Jack Lemmon | Jack Black | Jack Abramoff | Jack Dempsey | Jack Benny | Jack White | Wolfman Jack | Union Jack | Jack White (musician) | Jack and the Beanstalk | Jack Johnson | Jack Charlton | Jack Palance | Jack Daniel's | Jack | Jack Paar | Jack Layton | Jack Straw | Jack Vance | Jack Bruce | Jack Warden | Jack's Mannequin | Jack in the Box |
His ensemble featured a large number of sidemen who went on to become noted for their own achievements, including Gene Krupa, Jack Teagarden, Frankie Carle, Jack Jenney, Toots Mondello, Irene Daye, Clark Yocum, Floyd O'Brien, Spud Murphy, Boots Mussulli, Brad Gowans, Turk Murphy, Teddy Grace, and Don Fagerquist.