The discipline of political science lacks a systematic understanding of how scholars studying Middle East politics prepare for and navigate in-country research, even as fieldwork plays a vital role in contemporary scholarship about the region. Drawing on evidence from an original survey of scholars studying the Middle East and North Africa, we identify a training–practice misalignment wherein 38% of respondents reported having received no formal training before entering the field despite almost all respondents claiming to have conducted fieldwork. Qualitative evidence from open-ended responses reveals the frustration that many scholars experience due to their lack of formal training and subsequent dependence on informal networks and knowledge. Conflict, authoritarianism, state surveillance, and repression in public space—characteristics that increasingly are prevalent in many parts of the world—have long shaped the practice of fieldwork in the Middle East, rendering our findings significant beyond this region alone. The article discusses implications of this misalignment for this subfield and the discipline more broadly, as well as potential pathways forward.