[1] He made his professional debut with the Dominican Summer League Tigers, batting .252/.361/.372 with 6 home runs and 33 RBI in 60 games.

In 2011, Moya played for the Single-A West Michigan Whitecaps, hitting .204/.234/.362 with career-highs in home runs (13) and RBI (39).

[3] He spent the 2013 season with the High-A Lakeland Flying Tigers, posting a .255/.296/.433 slash line with 12 home runs and 55 RBI.

[7] Moya was named the Eastern League All-Star Game MVP after he hit a grand slam in the fifth inning.

[9] Moya set a new single-season franchise record for total bases (286), extra-base hits (71), home runs (35) and RBI (105).

He finished the season with the Mud Hens batting .240 (120-for-500) with 30 doubles, 20 home runs, 74 RBIs, 27 walks and 162 strikeouts.

Moya made his major league debut on September 1, 2014, as a pinch hitter in the 9th inning, where he recorded a single in his first career at-bat off Austin Adams of the Cleveland Indians.

Manager Brad Ausmus stated he wanted Moya to work on his outfield defense in a "less stressful environment".

[17] On December 1, 2017, Moya signed a one-year contract with the Chunichi Dragons of Nippon Professional Baseball (NPB).

On March 7, 2023, Moya signed with the Gastonia Honey Hunters of the Atlantic League of Professional Baseball.

[25] On August 1, 2023, Moya signed with the Gastonia Honey Hunters of the Atlantic League of Professional Baseball.