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The purpose of this study was to examine the extent to which motivational and persistence factors predict the occupational career choices of underrepresented students in their pursuit of a STEM career. Data were selected from the High School Longitudinal Study in a multinomial logistic regression. Anticipated STEM occupation at the age of 30 was examined across eight years of survey data using a long-term taxonometric definition of STEM. Social Cognitive Career Theory provided the theoretical framework for defining factors affecting this pursuit construct. The findings suggest that long-term expected STEM career outlooks are multithreaded, guided by a grade-defining set of predictors. Female students, as a result, are often “pushed out” of traditional STEM careers and into more clinical occupations.