This talk will explore how AI is fundamentally reshaping marketing science work, from metrics measurement and marketing research to experimentation and attribution frameworks. It will focus on how AI enhances traditional marketing analytics approaches, addresses challenges, and redefines the roles of marketing analysts. We will discuss the implications and highlight the shift in business needs from reporting outcomes to continuously improving decisions.