[3][4] Ogle made his professional debut with the Rookie-level Gulf Coast League Pirates, going 0–2 with a 2.60 ERA over 27+2⁄3 innings.
[5] In 2017, he played with the Bristol Pirates of the Rookie-level Appalachian League in which he pitched to a 2–3 record and a 3.14 ERA over 43 innings before undergoing knee surgery, ending his season prematurely.
[6] He began 2018 with the West Virginia Power of the Single-A South Atlantic League, but pitched only 17 innings before being shut down in early May for the rest of the season due to shoulder inflammation.
[18] On February 22, 2023, Ogle signed a minor league contract to return to the Pittsburgh Pirates organization.
[19] He made 34 appearances split between the Double–A Altoona Curve and Triple–A Indianapolis Indians, accumulating a 5.35 ERA with 40 strikeouts and 2 saves across 37 innings pitched.