The Data Scientist role at Marshmallow focuses on improving the company's lending processes by building and monitoring credit decision frameworks. Responsibilities include developing scorecards and credit strategies, conducting experiments to validate policy changes, and collaborating with engineers to implement models. Candidates should possess 2–5 years of experience in decision science or data science in regulated financial services, along with strong analytical and SQL skills.