This panel will explore the range of ethical issues that occupy the data science terrain. The diverse group of experts will bring insights from both academia and industry to confront issues of data bias, sustainability, and individual rights. The discussion will delve into how societal biases have infiltrated cutting-edge applications of data science, and strategies to address these biases. Panelists will reflect on concerns regarding the industry’s impacts on the environment, privacy, and intellectual property, as well as how data science can be utilized for social good.