Although archaeologists are learning more about the lives of Upper Paleolithic children, the significant contributions they made to the welfare of their communities, including their role in craft production, remain understudied. In the present study, we use high resolution photographs of 489 ceramic artifacts from Dolní Věstonice I and II, Pavlov I and VI, and Předmostí, five archaeological sites in Czechia (ca. 30,000 BP) to address two questions: 1. Can the ceramic products of novices be distinguished from those made by experts? 2. If so, can we tell if these novices were children? To address these questions, we documented variables known ethnographically and archaeologically to be associated with learners in a sample from these five sites. The sample is composed of fired ("ceramic") and unfired ("sedimentary") anthropomorphic and zoomorphic figurines, non-diagnostic figurine fragments and a sample of the so-called "pellets" from one site, Pavlov I. Our results support the hypothesis that ceramic objects are the products of novices, and in many cases, these novices are children. Our findings have implications for inter-generational knowledge transmission, the role of children in craft production and the importance of learning through play.