To help with projects with a large data component, the Data scientist would require to work with RM colleagues to together come up with potential (data) solutions, build algorithms based on prepared and merged data and perform experiments (prototyping, POC) to validate the models and implement after a successful pilot the proposed solutions
Identifying relevant data sources for business needs