The Credit Data Scientist will develop and manage credit models for innovative products, ensuring alignment with strategic goals and collaborating with product managers and engineers. Responsibilities include building from the ground up, utilizing machine learning, conducting experiments, and guiding the team in extracting insights from complex datasets.