Industry Overview
Fintech companies (fraud prevention, underwriting models), e-commerce platforms (personalization engines), logistics firms, and enterprise AI divisions hire entry-level ML talent. While specialized research laboratories often favor advanced postgraduate degrees, applied machine learning roles in product companies welcome graduates who demonstrate reproducible projects, clean code, and solid understanding of metrics like precision, recall, and AUC-ROC. Explaining model performance trade-offs is essential in interviews.