Large language models are rapidly changing the way data science professionals work, influencing everything from model development to business decision-making. The LLM impact on data science is evident in automation, advanced analytics, and faster insight generation across industries. As organizations increasingly adopt AI-powered tools, AI-driven data science careers are evolving to require stronger skills in prompt engineering, model evaluation, and ethical AI, creating new opportunities and career paths for aspiring and experienced data scientists alike.