The role of Clerical Assistant at Outlier Ai involves evaluating AI-generated media, contributing to the advancement of AI systems. Key responsibilities include holding live conversations with AI voice models, comparing AI-generated images and videos, and providing detailed evaluations of outputs. Ideal candidates should be fluent in English and possess strong attention to detail, with the ability to write clear explanations.