As a freshman at Arkansas in 2020, Moore started all 16 of Arkansas' games in which he batted .317 with two home runs and 17 RBIs before the season was cancelled due to the
COVID-19 pandemic.[6][7] That summer, he played in the
Northwoods League for the
Rochester Honkers.[8] He earned postseason All-Star honors after batting .303 with twenty stolen bases and 22 walks over 119
at-bats.[9] In 2021, Moore returned as the starting second baseman for the Razorbacks.[10][8] On March 30, he became the first Razorback since 1994 to
hit for the cycle in a 21-8 win over
Central Arkansas University.[3] Over 61 games for the season, he slashed .283/.408/.558 with 16 home runs and 53 RBIs.[11] His 16 home runs were most on the team.[12] He was named to the
USA Baseball National Collegiate Team that summer.[13] Moore entered the 2022 season as a top prospect for the upcoming draft.[14] His draft stock fell after he ended the season batting .233 with eight home runs and 44 RBIs over 63 games.[15] He was awarded an ABCA/Rawlings Gold Glove.[16]
Moore made his professional debut with the
Arizona Complex League Brewers and was promoted to the
Carolina Mudcats after four games.[19] Over 31 games, he batted .248 with three home runs, 16 RBIs, and seven stolen bases.[20] He spent the 2023 season with the
Wisconsin Timber Rattlers.[21] Over 123 games, he hit .233 with eight home runs, 62 RBIs, 33 doubles, and 26 stolen bases.[22]