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Richmond stayed with the Eagles until 2007, when he returned to his alma mater to begin his career in coaching as Oklahoma State's Assistant Director of Strength & Conditioning.[2] He went on to coach the defensive line at the nationally ranked D2 Fairmont State University in West Virginia.[2]
From 2010-12, Richmond served as the defensive line coach at Northeastern State. In 2015, he returned to Northeastern State as the team's strength and conditioning coordinator and also coached the defensive line.[4]
In 2018, Richmond returned to Oklahoma State as a Defensive Line coach.[5][6] He was removed from his "dream role"[7] in early 2024.[8]