Data science plays a crucial role in the pharmaceutical industry by helping companies identify patterns, test ideas, and assess treatment effectiveness. It boosts research efficiency, streamlines production, and enhances supply chain operations, leading to faster development of products like vaccines. Additionally, data science offers real-time insights that improve trial management and increase safety for participants.