Joel John Bailey (born February 17, 1980) is a Canadian forward who last played for the Carolina RailHawks of the USL First Division.

He played three seasons in Major Indoor Soccer League.

On March 29, 2005, the Force traded Bailey and Sipho Sibiya to the Baltimore Blast for Neil Gilbert and Allen Eller.

He signed with the Vancouver Whitecaps in 2007, and was traded mid-season to the RailHawks in exchange for Sola Abolaji.

Bailey made his debut for Trinidad and Tobago in a January 2007 CONCACAF Gold Cup qualifying match against Martinique, coming on as a substitute for Darryl Roberts.