The Data Scientist role at Marshmallow is crucial for enhancing credit assessment processes for newcomers to the UK. The main responsibilities include developing scorecards, designing credit strategies, and running experiments to validate changes. The ideal candidate should possess 2–5 years of experience in data science or decision science within regulated financial services, alongside strong technical skills in SQL and credit modeling.