After playing college football for Penn State, he was signed by the Miami Dolphins as an undrafted free agent in 2012.

In football, he gained over 3100 rushing and receiving yards combined in his junior and senior seasons and scored 53 touchdowns.

After going undrafted in the 2012 NFL draft, Moye signed a free agent deal with the Miami Dolphins.

The Steelers brought Moye back for the 2013 preseason and he performed well, leading the team with 10 catches and 149 yards.

[6] Moye caught the first touchdown of his professional career in Week 2 of the 2013 season, during Pittsburgh's 20-10 loss to the Cincinnati Bengals on Monday Night Football.