The story
By analogy with slaves that worked predominantly indoors during US slavery who were trained with more skills than basic field hands or plantation niggers.
Etymology from Wiktionary, CC BY-SA 4.0.
house nigger
Today it means: A black slave that worked as a domestic as opposed to manual laborer. Full definition →