The Graphic Design Student role at BeginnerBudget focuses on creating engaging visuals for Meta Ads, contributing significantly to the company's social media strategy. The responsibilities include designing static graphics, developing multiple design options, and utilizing AI tools for creative processes. Candidates should be studying relevant fields and have some experience in social media graphics, particularly advertisements.