After the end of Bieser's college career, the Philadelphia Phillies chose him in the 32nd round of the 1989 June draft, with the 818th overall pick.

His left-handed bat, above-average foot speed, and ability to play multiple positions helped him stay on the roster for a large portion of the season, as these traits afforded manager Bobby Valentine an unusual variety of tactical options.

As a further testament to his versatility as a player, Bieser also filled in as a pitcher in minor league games during at least six different seasons.

Continuing to play professionally after the end of his time in the majors, Bieser last appeared in uniform as a player with the Memphis Redbirds in 2001.

[6] Bieser coached the Southeast Missouri State Redhawks from 2013–16, leading them to 3 consecutive first-place finishes in the Ohio Valley Conference.

[9] On June 24, 2023, Bieser was named as the 8th head coach of Jacksonville State, replacing the retiring Jim Case.